{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009336154,0.0001632779,0.0002422225,0.0000877702,0.00005581678,0.0000207121,0.000122263,0.0000791873,0.9992142],"category_scores_gemma":[0.0000363192,0.0001425191,0.0001011293,0.0002105575,0.00004209059,0.00005528926,0.00002373079,0.0001406917,0.9946226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002926608,"about_ca_system_score_gemma":0.00005496464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003465735,"about_ca_topic_score_gemma":3.253809e-7,"domain_scores_codex":[0.9989603,0.00002169236,0.0001840729,0.0002660663,0.0002361312,0.0003317459],"domain_scores_gemma":[0.999305,0.00002394623,0.00001776407,0.0003613709,0.00004733396,0.0002446629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001918058,0.0001304821,0.000001785999,0.00001537366,0.00003356993,0.00001787746,0.00002958133,0.000008108449,0.000149249,2.349198e-7,0.6539748,0.3454472],"study_design_scores_gemma":[0.0008076544,0.0003788977,0.000403582,0.00003017474,0.00006553673,0.00004411717,0.000006156491,0.00004911482,0.0001665754,0.000007805739,0.9978686,0.0001717785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002496578,0.0001254758,5.282457e-7,0.001361396,0.000002073618,0.0003398226,0.000009790962,0.0001726686,0.9954917],"genre_scores_gemma":[0.001775864,9.567074e-7,0.00009196186,0.0003434004,0.0001726147,0.00002267143,0.00004508646,0.00003312728,0.9975143],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3452754,"threshold_uncertainty_score":0.5811762,"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."}}