{"id":"W4406469094","doi":"10.1016/s0246-0424(20)76475-7","title":"10.1016/s0246-0424(20)76475-7","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; 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":[0.00112751,0.00254739,0.001768701,0.002745737,0.002417384,0.003658398,0.003072824,0.005571885,0.9901022],"category_scores_gemma":[0.001859699,0.0009016658,0.00160894,0.002256662,0.001807071,0.004500552,0.003215792,0.00268577,0.9920759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186244,"about_ca_system_score_gemma":0.001296514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004080674,"about_ca_topic_score_gemma":0.003548432,"domain_scores_codex":[0.9993227,0.00004569275,0.00006224338,0.0002284751,0.0001868038,0.0001542364],"domain_scores_gemma":[0.9973921,0.0006058777,0.0001643422,0.000265249,0.0005533918,0.001019159],"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":[0.0004043522,0.0002047897,0.0007143199,0.0006270078,0.00003521095,0.0002401187,0.00009057389,0.0003378628,0.00174391,0.0053735,0.3827752,0.6074532],"study_design_scores_gemma":[0.0000547165,0.00009870851,0.000644808,0.0002570465,0.00001070104,0.0003058788,0.00008039178,0.0001289492,0.0002768227,0.0004673866,0.9976546,0.00001994146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003528286,0.0004848767,0.000450883,0.0004203341,0.0004176629,0.0001029728,0.0006516844,0.0006680529,0.9964508],"genre_scores_gemma":[0.0004406233,0.0001796367,0.0002577669,0.0001845713,0.0000901204,0.00004455314,0.0002791857,0.0001134886,0.9984101],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009897828,"threshold_uncertainty_score":0.01411796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006720306506122531,"score_gpt":0.1985567338001762,"score_spread":0.1918364272940536,"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."}}