{"id":"W4415820232","doi":"10.2106/jbjs.oa.25.00232","title":"Sex Matters","year":2025,"lang":"en","type":"article","venue":"JBJS Open Access","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Research Centre of Canada; Research Canada; Public Health Ontario; University of Toronto; University Health Network","funders":"","keywords":"Anxiety; Depression (economics); Pain catastrophizing; Depressive symptoms; Back pain; Chronic pain; Joint pain","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001895758,0.00007634348,0.0001951819,0.00008242908,0.00008161845,0.0002668642,0.00068106,0.00005390247,0.0007301079],"category_scores_gemma":[0.00003304356,0.00006373441,0.00003153396,0.0002756053,0.0000217315,0.0002708393,0.0005664789,0.0001263499,0.0001033727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004753541,"about_ca_system_score_gemma":0.0001669796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009497667,"about_ca_topic_score_gemma":0.00004852427,"domain_scores_codex":[0.9992814,0.00002805289,0.0001594885,0.0002481509,0.0001099398,0.0001729444],"domain_scores_gemma":[0.9993806,0.00004779099,0.00002554623,0.0004159481,0.00005003027,0.00008008845],"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":[0.0001372257,0.00009484384,0.2817903,0.0004465095,0.00009180082,0.00005829856,0.0004273413,0.000002056488,0.0001552582,0.001196723,0.5917618,0.1238378],"study_design_scores_gemma":[0.001619805,0.00005216013,0.3005288,0.0002243342,0.00005117449,0.00001925502,0.001246595,0.00007836988,0.005693756,0.002750179,0.6875823,0.0001533222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2932819,0.0005900268,0.0002255511,0.2007543,0.00141691,0.001946614,0.0000119058,0.0001362365,0.5016366],"genre_scores_gemma":[0.8530597,0.00003243907,0.0003475015,0.09261784,0.0001110881,0.00007433064,0.00002445236,0.00001283281,0.05371983],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5597777,"threshold_uncertainty_score":0.799417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1566213036443559,"score_gpt":0.5393879553562703,"score_spread":0.3827666517119143,"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."}}