{"id":"W2965756322","doi":"10.1016/s1155-1976(18)80303-5","title":"10.1016/s1155-1976(18)80303-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","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":[0.00127999,0.003648116,0.00249014,0.004089957,0.003487746,0.003696816,0.004200774,0.00711084,0.9911117],"category_scores_gemma":[0.001845414,0.001237623,0.002119634,0.002913058,0.002398461,0.005983815,0.00416343,0.003444781,0.9933828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001546721,"about_ca_system_score_gemma":0.001329073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005829155,"about_ca_topic_score_gemma":0.005811295,"domain_scores_codex":[0.9991422,0.00005649784,0.00008588198,0.0002930783,0.0002160807,0.0002063127],"domain_scores_gemma":[0.9975999,0.0006035024,0.0001666088,0.0002762938,0.0004578245,0.0008958101],"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":[0.0006055698,0.0003200015,0.00106359,0.0009421464,0.0000551472,0.0004044356,0.0001489265,0.0006184377,0.002140853,0.006676243,0.3522092,0.6348155],"study_design_scores_gemma":[0.00009111968,0.0001686966,0.0009065622,0.0004876013,0.00002038234,0.0005468164,0.000156001,0.0002116021,0.0003968954,0.0007134926,0.9962652,0.00003550322],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004470717,0.0005482421,0.0004701523,0.0003295109,0.0003169537,0.0001227448,0.0007825305,0.0007709195,0.9962119],"genre_scores_gemma":[0.000555008,0.0002414195,0.000411296,0.0002364684,0.00008478897,0.00007379925,0.0003802015,0.0001526343,0.9978643],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008888304,"threshold_uncertainty_score":0.01267809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008902772802717585,"score_gpt":0.2065924381845806,"score_spread":0.197689665381863,"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."}}