{"id":"W4406561511","doi":"10.1016/j.ccol.2015.06.006","title":"10.1016/j.ccol.2015.06.006","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; General surgery; Geology","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":[0.0006266521,0.001025366,0.0005021957,0.001805138,0.001039918,0.00257932,0.000923302,0.003197343,0.8928421],"category_scores_gemma":[0.001321539,0.0004658319,0.0006398378,0.0007185222,0.000958785,0.002137324,0.001253848,0.001646598,0.8527105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008394639,"about_ca_system_score_gemma":0.00107573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001810121,"about_ca_topic_score_gemma":0.002143801,"domain_scores_codex":[0.9997273,0.00002416038,0.0000216287,0.00007314278,0.00007996161,0.00007383119],"domain_scores_gemma":[0.9988289,0.0001727875,0.000138699,0.00007674055,0.0002264429,0.0005563634],"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":[0.0003268779,0.0002583126,0.006225634,0.00055498,0.00003696031,0.000865366,0.0001240326,0.0002395802,0.001628176,0.004752123,0.296917,0.6880709],"study_design_scores_gemma":[0.00004667938,0.00009426501,0.00515614,0.0006997345,0.00002674229,0.005137272,0.000248265,0.0001856986,0.0007391,0.003136682,0.984506,0.00002343465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006836002,0.01513866,0.003595744,0.009301619,0.003109827,0.0001233091,0.003033413,0.002199899,0.9566615],"genre_scores_gemma":[0.01785426,0.004972461,0.002557913,0.002491539,0.001046546,0.00007286578,0.002009886,0.0003496035,0.968645],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1071579,"threshold_uncertainty_score":0.1528477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006494638060671997,"score_gpt":0.210327393251188,"score_spread":0.203832755190516,"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."}}