{"id":"W3121959724","doi":"10.2196/25505","title":"A Clinical Communication Tool (Loop) for Team-Based Care in Pediatric and Adult Care Settings: Hybrid Mixed Methods Implementation Study","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber River Regional Hospital; McMaster University; Institute for Clinical Evaluative Sciences; University of Toronto; SickKids Foundation; Public Health Ontario; Hospital for Sick Children; Sinai Health System; Lunenfeld-Tanenbaum Research Institute","funders":"","keywords":"Computer science; Health care; Medicine; Psychology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.06184823,0.0009781161,0.001158894,0.002317321,0.001908685,0.002460652,0.002237251,0.00127577,0.002457736],"category_scores_gemma":[0.06120408,0.001017999,0.001416138,0.001981977,0.001698827,0.003386392,0.004492289,0.001390428,0.0002721894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004704801,"about_ca_system_score_gemma":0.0111176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003064741,"about_ca_topic_score_gemma":0.005456968,"domain_scores_codex":[0.9519631,0.03788778,0.003161256,0.001997502,0.003155924,0.00183439],"domain_scores_gemma":[0.9313602,0.04748217,0.005807613,0.004889648,0.007221834,0.003238459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.006762687,0.06581976,0.2126212,0.003287036,0.0007126787,0.0005048771,0.09214425,0.002012966,0.001855079,0.002091219,0.002620979,0.6095673],"study_design_scores_gemma":[0.02322017,0.2441179,0.5121236,0.00400425,0.001910271,0.0008894684,0.1556884,0.02106153,0.008464172,0.003827534,0.02397227,0.0007205234],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744426,0.0001511729,0.00695835,0.0001716797,0.0000220635,0.01699895,0.0002910713,0.00009416253,0.0008698634],"genre_scores_gemma":[0.8607772,0.0003836481,0.07584644,0.0004860121,0.00006182844,0.06122764,0.000483813,0.0000536096,0.0006796934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06184823,"threshold_uncertainty_score":0.3270887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5276920025846108,"score_gpt":0.7700954381817463,"score_spread":0.2424034355971355,"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."}}