{"id":"W4406563094","doi":"10.1016/j.bjorlp.2017.03.036","title":"10.1016/j.bjorlp.2017.03.036","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery","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":[0.0008654197,0.000945207,0.0006411911,0.001761914,0.0009712791,0.002841926,0.0009021274,0.00334403,0.8403316],"category_scores_gemma":[0.00220564,0.0004520178,0.0006049999,0.0007648486,0.0008109234,0.00192333,0.001256725,0.00176382,0.77281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009633822,"about_ca_system_score_gemma":0.001308978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002625169,"about_ca_topic_score_gemma":0.003108722,"domain_scores_codex":[0.9995592,0.00004008558,0.00003889487,0.00009163638,0.0001198508,0.0001503478],"domain_scores_gemma":[0.9986939,0.0002077623,0.0001713943,0.00005268752,0.0002729117,0.0006013412],"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":[0.000537825,0.0005712429,0.02100452,0.0006510327,0.00007164021,0.001109922,0.0001339324,0.0001697844,0.0007662924,0.003018751,0.3793944,0.5925707],"study_design_scores_gemma":[0.0001037971,0.0002534217,0.01929774,0.002057837,0.00008041212,0.0104948,0.0005646016,0.0002715667,0.0005472238,0.004392861,0.9618832,0.00005247863],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01828269,0.03963836,0.001857493,0.02084245,0.007015395,0.0001242908,0.005462363,0.001656875,0.9051201],"genre_scores_gemma":[0.03860516,0.0125679,0.001561702,0.003680734,0.002034706,0.0001000692,0.003170362,0.0003560646,0.9379233],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1596684,"threshold_uncertainty_score":0.2277476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008705536582053563,"score_gpt":0.1940483078359964,"score_spread":0.1853427712539428,"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."}}