{"id":"W7084414426","doi":"10.6084/m9.figshare.c.8066588","title":"A sex- and gender-based analysis plus of frequent healthcare utilization among individuals living with chronic pain: a cohort study","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Optical Wireless Communication Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Montréal; Centre Hospitalier de l’Université de Montréal; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Logistic regression; Health care; Odds; Cohort study; Odds ratio; Cohort; Medical care; Personality","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001303128,0.0002597746,0.0005664691,0.0006773874,0.00003681338,0.00003700437,0.0003626091,0.0003005936,0.01164037],"category_scores_gemma":[0.000361573,0.000249435,0.00005776121,0.0008476422,0.00002310537,0.00003017966,0.0001548554,0.0002803913,0.000007681904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001987663,"about_ca_system_score_gemma":0.0001452475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001275391,"about_ca_topic_score_gemma":0.001975248,"domain_scores_codex":[0.9988778,0.000129118,0.0002710423,0.0002873618,0.0002497279,0.0001849605],"domain_scores_gemma":[0.9986061,0.0002697996,0.0001628781,0.0008410049,0.00007574591,0.00004444245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000271658,0.0002901237,0.7839888,0.01791838,0.01024754,0.00001148319,0.000898388,0.03203687,0.000001686152,0.00008825825,0.1265998,0.02791598],"study_design_scores_gemma":[0.0008828116,0.000419606,0.7573823,0.01901509,0.001393315,4.80425e-7,0.001036257,0.2109122,0.0001146614,0.00002006484,0.007400626,0.00142256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.007206999,0.1170465,0.01266876,0.0002488667,0.0001470511,0.02237125,0.6287605,0.01966338,0.1918866],"genre_scores_gemma":[0.9792153,0.0001403827,0.0004539861,0.00001269932,0.00001285281,0.0008403849,0.01774323,0.0001799631,0.001401198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9720083,"threshold_uncertainty_score":0.9999958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04055515164462656,"score_gpt":0.2744741502403672,"score_spread":0.2339189985957406,"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."}}