{"id":"W2584676113","doi":"10.1186/s13012-017-0542-7","title":"Pathways for best practice diffusion: the structure of informal relationships in Canada’s long-term care sector","year":2017,"lang":"en","type":"article","venue":"Implementation Science","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia, Okanagan Campus; Okanagan University College; Interior Health; University of Manitoba; Manitoba Health; Athabasca University; University of Ottawa; Mount Saint Vincent University; University of British Columbia; Public Health Ontario; University of Toronto; University of Alberta","funders":"Canadian Institutes of Health Research; College of Engineering, Michigan State University; Alberta Innovates; Michael Smith Health Research BC; Nova Scotia Health Research Foundation; University of Alberta; Mount Saint Vincent University; Research Manitoba; Michigan State University","keywords":"Opinion leadership; Public relations; Health administration; Health services research; Knowledge translation; Health care; Diffusion of innovations; Interpersonal communication; Business; Political science; Psychology; Marketing; Social psychology; Knowledge management; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005831196,0.00006566333,0.00009438359,0.00007297767,0.002769565,0.00004179846,0.0004001287,0.00003085833,0.0001147071],"category_scores_gemma":[0.0008707796,0.00004724098,0.00001755972,0.000167259,0.0001101879,0.0006751821,0.00009859067,0.0001834253,0.000001671628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000417831,"about_ca_system_score_gemma":0.00518013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4561565,"about_ca_topic_score_gemma":0.9737433,"domain_scores_codex":[0.9987264,0.00008403901,0.0003672214,0.0001425706,0.000396607,0.0002831188],"domain_scores_gemma":[0.9979889,0.000570499,0.0005515679,0.0003549806,0.0004785877,0.0000554841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005005058,0.000008188063,0.9364073,0.00009802646,0.00000309519,9.623681e-7,0.04639995,0.000009672718,0.001879467,0.001346966,0.0008377518,0.01295859],"study_design_scores_gemma":[0.0006295436,0.00003667972,0.8646792,0.00003071663,0.00001180263,0.000001100578,0.1329592,0.0000124197,0.0005465646,0.00005553697,0.0009858084,0.00005133299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954341,0.0000366474,0.0001225204,0.001512451,0.001070097,0.0008936768,0.0002034692,0.000004423028,0.000722633],"genre_scores_gemma":[0.9993871,0.000007708646,0.0002939992,0.0001278495,0.00008391124,0.00002510513,0.00003841693,0.000004180037,0.00003177135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5175868,"threshold_uncertainty_score":0.9985287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1303199585437413,"score_gpt":0.4807550081224085,"score_spread":0.3504350495786672,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}