{"id":"W4406510318","doi":"10.1016/s0186-0216(09)89015-0","title":"10.1016/s0186-0216(09)89015-0","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Health and Medical Education","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006522103,0.0003911602,0.0006253374,0.0002590753,0.0004802019,0.000008510783,0.0003202898,0.001085552,0.9995269],"category_scores_gemma":[0.0003661981,0.0003676197,0.0001263265,0.00006912031,0.00006772621,0.00005478858,0.00009205398,0.001795841,0.9994434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003975387,"about_ca_system_score_gemma":0.002590514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001619141,"about_ca_topic_score_gemma":0.00000286727,"domain_scores_codex":[0.9970155,0.0001402285,0.0008927986,0.000524598,0.0005161312,0.0009106848],"domain_scores_gemma":[0.9969792,0.0004290018,0.0002601363,0.0006742923,0.0002015046,0.0014558],"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":[0.00006257084,0.00001693054,1.412966e-8,0.0001506129,0.00001163933,0.000003637538,0.00009234573,1.71731e-7,2.380819e-7,0.00007902987,0.6190246,0.3805582],"study_design_scores_gemma":[0.0003565146,0.0001573597,0.000005285798,0.0008894283,0.00005050377,0.000002319758,0.000005697937,0.000004389236,2.310194e-7,0.0003162846,0.9978724,0.0003395438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[6.402567e-7,0.0003322968,0.00000123394,0.004461414,0.00006003226,0.001517115,0.0001199709,0.0002296042,0.9932777],"genre_scores_gemma":[2.686166e-7,0.00001418045,0.00009183203,0.002132408,0.003167748,0.0001918176,0.0004288913,0.0001334871,0.9938394],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3802187,"threshold_uncertainty_score":0.9998776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03971705821251028,"score_gpt":0.3435789975310372,"score_spread":0.303861939318527,"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."}}