{"id":"W4406442457","doi":"10.1016/j.yoph.2015.03.004","title":"10.1016/j.yoph.2015.03.004","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Medical education; Neurology; Family medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004715523,0.0009220549,0.0004938719,0.00120655,0.0009310032,0.002404522,0.0007444432,0.003725892,0.8731589],"category_scores_gemma":[0.001337678,0.0003918514,0.0003669194,0.000594502,0.0007557933,0.002291131,0.00104334,0.001473554,0.7281231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007012873,"about_ca_system_score_gemma":0.001469846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002627412,"about_ca_topic_score_gemma":0.002682463,"domain_scores_codex":[0.9998146,0.00001581119,0.00001320602,0.00005360989,0.00004471216,0.00005805989],"domain_scores_gemma":[0.9993,0.0001128233,0.0001058021,0.00003056753,0.0001339847,0.0003167544],"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":[0.0002575049,0.0003028148,0.005498437,0.000658633,0.00003428467,0.0006540615,0.0002805706,0.0001300361,0.0005151588,0.005803969,0.374856,0.6110086],"study_design_scores_gemma":[0.00009624688,0.000135903,0.00804732,0.002249851,0.00004204891,0.004287408,0.0007755216,0.000237763,0.0002662273,0.006778821,0.9770514,0.00003159401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006615534,0.02380605,0.001558692,0.01434426,0.002704229,0.0000942504,0.002586213,0.001215748,0.9470751],"genre_scores_gemma":[0.02593029,0.0130755,0.001937212,0.004326474,0.00123302,0.000112155,0.001530316,0.0002085164,0.9516465],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1268411,"threshold_uncertainty_score":0.1809233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008231039275965695,"score_gpt":0.1900772803416274,"score_spread":0.1818462410656617,"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."}}