{"id":"W4413108143","doi":"10.1097/sla.0000000000006877","title":"Beyond P Values","year":2025,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada); McGill University","funders":"","keywords":"Medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07487734,0.002736373,0.003559264,0.01025919,0.00139614,0.006198727,0.003999292,0.003254505,0.09277318],"category_scores_gemma":[0.3704232,0.001030218,0.004876959,0.008275268,0.005343854,0.00793248,0.005009034,0.007556812,0.01623509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002661962,"about_ca_system_score_gemma":0.006572062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001357184,"about_ca_topic_score_gemma":0.001062325,"domain_scores_codex":[0.8721949,0.07011528,0.01185315,0.01924955,0.02449586,0.002091249],"domain_scores_gemma":[0.5706754,0.3746783,0.01748778,0.0185135,0.01550351,0.003141537],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003773208,0.0004622249,0.03364357,0.0220632,0.006769937,0.0009334683,0.002059685,0.004608813,0.000818275,0.1076009,0.3159566,0.5013102],"study_design_scores_gemma":[0.001177338,0.002285802,0.02716641,0.01250193,0.002264862,0.001561661,0.001989613,0.01228447,0.001735581,0.3378393,0.5989182,0.0002747993],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.02974773,0.04478552,0.4511062,0.04138515,0.03262923,0.01140817,0.1589098,0.01017102,0.2198572],"genre_scores_gemma":[0.3824961,0.01110671,0.4749805,0.01499704,0.008311011,0.04321254,0.03772633,0.004380839,0.02278884],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9251227,"threshold_uncertainty_score":0.3959939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.140614805354468,"score_gpt":0.3693890590200581,"score_spread":0.2287742536655901,"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."}}