{"id":"W4390957052","doi":"10.5334/ijic.icic23106","title":"Concept mapping brainstorming results for improving care transitions for adults with hip fracture in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada; University of Toronto; Ottawa Public Health; Ottawa Hospital; University of Ottawa; Trillium Health Centre","funders":"","keywords":"Brainstorming; Hip fracture; Health care; Medicine; Nursing; Psychology; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01617624,0.000542626,0.0003964858,0.002061169,0.008868152,0.003219503,0.001484628,0.0005928529,0.004047851],"category_scores_gemma":[0.03376439,0.0002225901,0.0007763822,0.002437228,0.002688956,0.001546197,0.003663185,0.001156788,0.0002035455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05720592,"about_ca_system_score_gemma":0.155662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7640427,"about_ca_topic_score_gemma":0.8894684,"domain_scores_codex":[0.993023,0.003700218,0.0003774415,0.0004143755,0.001680701,0.0008042508],"domain_scores_gemma":[0.9764761,0.01038911,0.001030968,0.0004890586,0.009436953,0.002177841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003858399,0.0004914736,0.03477102,0.003229172,0.0000658194,0.0006759829,0.7490793,0.001336233,0.001758774,0.004636585,0.0199311,0.1836387],"study_design_scores_gemma":[0.0002723298,0.0005232476,0.06258395,0.002730477,0.0001834853,0.0001791231,0.8508337,0.004028313,0.00226331,0.004615931,0.07164834,0.0001377038],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9242063,0.001984616,0.01262056,0.01112558,0.0002626047,0.008332003,0.00185698,0.0001794976,0.03943191],"genre_scores_gemma":[0.9463469,0.001688799,0.04057657,0.000972528,0.00002671506,0.004232542,0.0007571423,0.0000393036,0.005359504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2359573,"threshold_uncertainty_score":0.4746938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02604051423564857,"score_gpt":0.3431130365103555,"score_spread":0.3170725222747069,"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."}}