{"id":"W4406508801","doi":"10.1016/s0197-2510(12)70044-x","title":"10.1016/s0197-2510(12)70044-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","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":[0.001206241,0.002725325,0.001809914,0.00298687,0.002533154,0.003403006,0.003180557,0.007002559,0.9901328],"category_scores_gemma":[0.002165323,0.000943133,0.001348381,0.002483395,0.001759448,0.005215527,0.003340652,0.002829926,0.9923113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001251177,"about_ca_system_score_gemma":0.00149081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005632113,"about_ca_topic_score_gemma":0.004757604,"domain_scores_codex":[0.9992992,0.00004952974,0.00006143751,0.0002055519,0.0002045475,0.0001796922],"domain_scores_gemma":[0.9977341,0.0005898089,0.0001557651,0.0001937157,0.0003837211,0.0009428989],"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":[0.0003535766,0.0003134883,0.001019004,0.0006109707,0.00002916028,0.0002576193,0.0001363056,0.0003842034,0.001263983,0.005336958,0.3777785,0.6125162],"study_design_scores_gemma":[0.00005988406,0.0001330093,0.0009568931,0.0004076621,0.00001257479,0.0003249628,0.000145974,0.0001995926,0.0002743825,0.0006331128,0.996828,0.00002387013],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004176113,0.000353626,0.0003893355,0.0004446605,0.0002563506,0.00009159948,0.000590288,0.0006021968,0.9968544],"genre_scores_gemma":[0.0005164369,0.0001568856,0.0002711081,0.0002248069,0.00006663156,0.00005589459,0.0003045692,0.0001122296,0.9982914],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009867191,"threshold_uncertainty_score":0.01407427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.380147826680269,"score_gpt":0.4626175603114794,"score_spread":0.0824697336312104,"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."}}