{"id":"W4406553865","doi":"10.1016/s1558-0164(13)70002-6","title":"10.1016/s1558-0164(13)70002-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Healthcare Systems and Challenges","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006516819,0.0002000099,0.0003612249,0.00008895843,0.0005224166,0.000009882756,0.0002474701,0.0003246551,0.9986894],"category_scores_gemma":[0.00006794639,0.0001748899,0.00007224986,0.0001977187,0.00002354647,0.00007851616,0.00006031704,0.0005766619,0.9996216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000131017,"about_ca_system_score_gemma":0.0002344781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007802901,"about_ca_topic_score_gemma":0.00002369459,"domain_scores_codex":[0.9975525,0.0004917737,0.0005578784,0.0003512138,0.0002797088,0.0007669909],"domain_scores_gemma":[0.9985785,0.0002125766,0.00008260519,0.0005304584,0.0001310133,0.0004648229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005784694,0.00003632925,3.974877e-7,0.0001399356,0.00001402575,0.00000720321,0.0005773543,0.000004021786,0.000006550331,0.000007208005,0.8280337,0.1711155],"study_design_scores_gemma":[0.000332473,0.000157385,0.0002199129,0.000216307,0.000006993815,0.000002929044,0.0001022706,0.00002962146,0.000001933574,0.00001385693,0.9987183,0.0001979717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001834544,0.0003467879,5.743366e-7,0.004940173,0.00001387571,0.0007983762,0.00003916124,0.0002936611,0.9917328],"genre_scores_gemma":[0.001041562,0.000003739339,0.00004181929,0.0003899441,0.001082688,0.0001893426,0.00001585083,0.00005475709,0.9971803],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1709175,"threshold_uncertainty_score":0.7131801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04167885852198339,"score_gpt":0.3302236059386706,"score_spread":0.2885447474166872,"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."}}