{"id":"W4239129554","doi":"10.1002/bjs.6223","title":"The Society of Academic and Research Surgery","year":2008,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; General surgery; Library science; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00150834,0.0008852138,0.0005323534,0.00183052,0.001109449,0.002992681,0.000802872,0.001934345,0.2500733],"category_scores_gemma":[0.004184973,0.0003196439,0.0005153543,0.001016872,0.0008498354,0.0009560105,0.002004725,0.002808921,0.1426585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001830972,"about_ca_system_score_gemma":0.00448808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001475352,"about_ca_topic_score_gemma":0.002816999,"domain_scores_codex":[0.9978326,0.0002300454,0.0002329466,0.0003440357,0.001008228,0.0003522151],"domain_scores_gemma":[0.9936311,0.0002489678,0.0003181369,0.0004298358,0.002619616,0.00275229],"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":[0.0001306022,0.00004412268,0.00135938,0.0003024933,0.00001995673,0.0004628815,0.00005229559,0.00008501917,0.001000798,0.006228651,0.7938714,0.1964424],"study_design_scores_gemma":[0.00001112987,0.00003655579,0.001716694,0.00008753411,0.000004124494,0.0009564159,0.00002371688,0.00003021843,0.0001116554,0.0006663008,0.9963495,0.00000629834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005279782,0.05642436,0.002052493,0.06852057,0.1222323,0.0002750039,0.002251046,0.000800455,0.7421641],"genre_scores_gemma":[0.02723214,0.02652363,0.001125363,0.007915922,0.03184238,0.000171828,0.002013344,0.0002061949,0.9029692],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2500733,"threshold_uncertainty_score":0.8365784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06564807507885458,"score_gpt":0.3107796679605129,"score_spread":0.2451315928816583,"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."}}