{"id":"W2902485970","doi":"10.1108/jica-07-2018-0053","title":"From summative to developmental","year":2018,"lang":"en","type":"article","venue":"Journal of Integrated Care","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Lunenfeld-Tanenbaum Research Institute","funders":"University of Toronto; Ontario Ministry of Health and Long-Term Care","keywords":"Summative assessment; Psychological intervention; Originality; Process (computing); Fidelity; Computer science; Management science; Process management; Psychology; Knowledge management; Formative assessment; Engineering; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1410217,0.001801723,0.00112919,0.004271069,0.004968342,0.01176991,0.003932673,0.002313379,0.00930036],"category_scores_gemma":[0.2321614,0.0006900819,0.001074975,0.002376743,0.01441111,0.01293078,0.02177963,0.006017874,0.001873878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01179451,"about_ca_system_score_gemma":0.02088319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005588881,"about_ca_topic_score_gemma":0.00673733,"domain_scores_codex":[0.8485311,0.1111246,0.005495896,0.006391392,0.02598928,0.002467748],"domain_scores_gemma":[0.8397546,0.09893934,0.008377604,0.0208418,0.0264021,0.005684491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003488716,0.0007972958,0.008530489,0.003115511,0.000157105,0.0002242385,0.02878808,0.001701191,0.001357484,0.1669794,0.01804603,0.7699545],"study_design_scores_gemma":[0.0005701322,0.004422016,0.02031656,0.01913239,0.0005775021,0.00108073,0.06402022,0.01051538,0.01870926,0.5668568,0.2932613,0.0005377292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09749606,0.0191694,0.4628238,0.1071426,0.005675439,0.01360124,0.0009559774,0.002817706,0.2903178],"genre_scores_gemma":[0.6250938,0.005999867,0.3273323,0.01255286,0.0006691458,0.01153835,0.0004170565,0.0005088661,0.01588767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1410217,"threshold_uncertainty_score":0.7458027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4078647589975399,"score_gpt":0.6499849082352324,"score_spread":0.2421201492376924,"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."}}