{"id":"W2953716124","doi":"10.1097/hcm.0000000000000272","title":"The Best of Both Models","year":2019,"lang":"en","type":"article","venue":"The Health Care Manager","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences","funders":"","keywords":"Session (web analytics); Key (lock); Business; Health care; Knowledge management; Public relations; Process management; Computer science; Political science; Computer security","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":[0.007350501,0.00119559,0.0007741768,0.002281327,0.00279403,0.01184108,0.00402645,0.005121722,0.08285965],"category_scores_gemma":[0.01598447,0.0006051573,0.001390308,0.002803815,0.003592605,0.01368922,0.007155874,0.004560194,0.04119654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004742786,"about_ca_system_score_gemma":0.01025689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0121138,"about_ca_topic_score_gemma":0.01041446,"domain_scores_codex":[0.9919724,0.003005064,0.0004000452,0.001061418,0.002876133,0.0006849358],"domain_scores_gemma":[0.9913468,0.002630131,0.000612944,0.001757136,0.002418973,0.001233981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001384428,0.0002188011,0.002296567,0.0005119287,0.00006983659,0.0001650577,0.001372795,0.001604008,0.0002387606,0.6763247,0.0981969,0.2188622],"study_design_scores_gemma":[0.00007662155,0.000160406,0.001124401,0.00103189,0.0000679056,0.0006523741,0.001470511,0.004974072,0.0004102017,0.2185733,0.771375,0.00008329263],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006692299,0.01429414,0.1950477,0.102128,0.004223136,0.0005265803,0.0008428029,0.00216514,0.6740801],"genre_scores_gemma":[0.2387692,0.03120263,0.1906969,0.04556962,0.005397609,0.001607507,0.001579874,0.001420423,0.4837563],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08285965,"threshold_uncertainty_score":0.2771931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1067296024183171,"score_gpt":0.4630170273448962,"score_spread":0.3562874249265791,"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."}}