{"id":"W4406576446","doi":"10.1016/j.yhls.2016.05.187","title":"10.1016/j.yhls.2016.05.187","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medical physics; Medicine; Computer science; Medical education; Psychology","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":[0.0008703823,0.0006599762,0.000420263,0.001380973,0.001153867,0.003697415,0.000944904,0.003043891,0.9039011],"category_scores_gemma":[0.002313854,0.0002718325,0.0004653677,0.0007913981,0.001080831,0.002174087,0.001843754,0.001444211,0.8310412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000880837,"about_ca_system_score_gemma":0.00181348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002703744,"about_ca_topic_score_gemma":0.003305225,"domain_scores_codex":[0.999731,0.00003602746,0.00002005846,0.00006577776,0.00008313122,0.00006400418],"domain_scores_gemma":[0.99887,0.0001792943,0.0001116324,0.00008116727,0.0002206212,0.0005373455],"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":[0.000145111,0.0001574049,0.003664647,0.0003205383,0.00002340574,0.0003009142,0.0002211546,0.0001002917,0.000382554,0.007268051,0.4966819,0.4907341],"study_design_scores_gemma":[0.00003591945,0.0000559582,0.003666603,0.0008500918,0.00002353933,0.001069225,0.00053551,0.0001198989,0.000188966,0.006744935,0.9866898,0.00001948743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003060065,0.00704978,0.001451805,0.01434089,0.003693912,0.00006828477,0.00305778,0.001176498,0.9661009],"genre_scores_gemma":[0.01137159,0.00333015,0.001011398,0.002490195,0.0009141779,0.00005410442,0.001535531,0.0002439199,0.979049],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0960989,"threshold_uncertainty_score":0.1370733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04277082069991925,"score_gpt":0.319325972862344,"score_spread":0.2765551521624248,"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."}}