{"id":"W4406556086","doi":"10.1016/s1637-5017(23)48105-7","title":"10.1016/s1637-5017(23)48105-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","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":[0.001271352,0.003064713,0.002012329,0.003108501,0.002734772,0.004158838,0.003633528,0.006264601,0.9901699],"category_scores_gemma":[0.001875003,0.001142346,0.002004143,0.002328949,0.002040887,0.005207685,0.003898363,0.003306696,0.9933396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117732,"about_ca_system_score_gemma":0.001261176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003403808,"about_ca_topic_score_gemma":0.003419896,"domain_scores_codex":[0.9991885,0.00005570115,0.00007522141,0.0002632024,0.0002318609,0.0001853972],"domain_scores_gemma":[0.9970524,0.0007301755,0.0001736611,0.0003163903,0.0005772838,0.001150031],"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":[0.00044163,0.0002844099,0.0008902277,0.0006946924,0.00004279728,0.0003175428,0.0001024219,0.0004431666,0.002275698,0.004531543,0.3713318,0.6186441],"study_design_scores_gemma":[0.00006828737,0.0001536842,0.0009031573,0.0003482752,0.00001502789,0.0005277715,0.0001165593,0.00020133,0.0004578576,0.0006526338,0.9965269,0.00002839061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004121151,0.0004583415,0.0006279431,0.0003681434,0.0004426763,0.000101392,0.0006087171,0.0008129629,0.9961677],"genre_scores_gemma":[0.0004644909,0.0001893921,0.0003306004,0.0002010491,0.0001098798,0.00005302824,0.0003630291,0.0001478249,0.9981408],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009830058,"threshold_uncertainty_score":0.0140214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006649005251624739,"score_gpt":0.1982173159586836,"score_spread":0.1915683107070589,"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."}}