{"id":"W4406575891","doi":"10.1016/s1553-3212(12)70020-1","title":"10.1016/s1553-3212(12)70020-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Accreditation; Medicine; Business; Nursing; Medical education","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":[0.001303882,0.002944242,0.001917211,0.003129564,0.003033787,0.004032181,0.00351305,0.007982427,0.9909803],"category_scores_gemma":[0.002210984,0.001095782,0.001441557,0.002600264,0.002069067,0.006355215,0.003962438,0.003026698,0.993791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001487142,"about_ca_system_score_gemma":0.001580644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005709084,"about_ca_topic_score_gemma":0.005249244,"domain_scores_codex":[0.9992261,0.00005250487,0.00006484148,0.0002641485,0.0002129749,0.000179495],"domain_scores_gemma":[0.9977435,0.000574008,0.0001341479,0.0002344559,0.0003867961,0.0009271196],"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":[0.0003103494,0.0002737437,0.0007875673,0.0005974815,0.00002643598,0.0002550783,0.0001350832,0.0004177327,0.001371348,0.005210846,0.4404555,0.550159],"study_design_scores_gemma":[0.00005263491,0.0001042408,0.000707924,0.0003496758,0.00001068068,0.0002651026,0.0001304065,0.0001985088,0.0002339576,0.0005781087,0.9973466,0.00002211911],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003340611,0.0002983689,0.0004849955,0.0003880608,0.0002410635,0.00009359425,0.0005532424,0.0007199107,0.9968866],"genre_scores_gemma":[0.0004258278,0.0001384198,0.0002627337,0.0002267716,0.00005508295,0.00005943189,0.0002807483,0.0001165716,0.9984344],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009019673,"threshold_uncertainty_score":0.01286548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05881923257125145,"score_gpt":0.3586666976663816,"score_spread":0.2998474650951302,"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."}}