{"id":"W4379338490","doi":"10.1200/jco.2023.41.16_suppl.e18511","title":"Real-world associations among patient-physician sex concordance, treatment practices, and cancer outcomes.","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Medicine; Concordance; Cohort; Internal medicine; Proportional hazards model; Cancer; Population; Disease; Logistic regression; Medical record; Hazard ratio; Retrospective cohort study; Lung cancer; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002035774,0.000132975,0.0002314888,0.0006381181,0.0005531302,0.0009167158,0.0005392231,0.0004402859,0.002777802],"category_scores_gemma":[0.01025753,0.000185985,0.0004332536,0.00167593,0.0004799016,0.0004267394,0.0006141487,0.0006331128,0.0001948206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001798317,"about_ca_system_score_gemma":0.002055258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.176284,"about_ca_topic_score_gemma":0.2244604,"domain_scores_codex":[0.9984388,0.0006289916,0.0001356547,0.0002549617,0.0002820221,0.0002595655],"domain_scores_gemma":[0.9898303,0.00278481,0.005435174,0.0004764698,0.0006776545,0.0007955462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003624827,0.000006498542,0.9991001,0.000006613179,0.00002687172,0.00001501772,0.00007327962,0.00002790249,0.000006974366,0.00001511168,0.0001221584,0.0005631513],"study_design_scores_gemma":[0.000004496938,0.00002261707,0.9990527,0.00001209028,0.00001682442,0.00006474786,0.0003466889,0.0002717201,0.00001026819,0.00002943931,0.0001659184,0.000002491376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960179,0.0006413823,0.0001152487,0.0002912221,0.0000123963,0.00001922017,0.002138375,0.000005251836,0.0007590195],"genre_scores_gemma":[0.9991105,0.00009565169,0.00007497027,0.0000353669,0.000006095379,0.000008810086,0.0005499673,0.000001212483,0.000117466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.176284,"threshold_uncertainty_score":0.3505158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1878568652569491,"score_gpt":0.4477173302840783,"score_spread":0.2598604650271291,"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."}}