{"id":"W4361005867","doi":"10.3390/cancers15071995","title":"Outcomes of Rural Men with Breast Cancer: A Multicenter Population Based Retrospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"Cancers","topic":"Male Breast Health Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Saskatchewan Cancer Agency; University of Saskatchewan","funders":"Saskatchewan Cancer Agency; Mach-Gaensslen Foundation of Canada","keywords":"Medicine; Breast cancer; Internal medicine; Hazard ratio; Retrospective cohort study; Proportional hazards model; Cancer; Population; Stage (stratigraphy); Cohort; Gynecology; Oncology; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001619597,0.000138757,0.0004823619,0.0001200073,0.00006648172,0.000003388953,0.00004719763,0.00002878929,0.0001141101],"category_scores_gemma":[0.00002787176,0.00009945205,0.00004418357,0.0003885962,0.00004917213,0.00004301022,0.00002183914,0.00009821699,0.00000601964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001966432,"about_ca_system_score_gemma":0.0003200439,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02826926,"about_ca_topic_score_gemma":0.002183138,"domain_scores_codex":[0.9988925,0.00003102157,0.000232033,0.0001901606,0.0004116778,0.0002425516],"domain_scores_gemma":[0.9992993,0.00003465702,0.0001376806,0.0002249762,0.0002130999,0.00009024869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000689765,0.00004008475,0.9967355,0.0001175939,0.0003063878,0.000008750907,0.000652816,0.0003027676,0.00001045873,0.000003927155,0.0005252205,0.0006067871],"study_design_scores_gemma":[0.003339416,0.00022227,0.9913534,0.000207311,0.0002083456,0.000002454745,0.003001522,0.001553036,0.00001073265,0.000001895672,0.000008270606,0.00009133589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996468,0.00003452094,0.000003991536,0.001146845,0.0001294517,0.001547787,0.0001024893,0.00009930271,0.0004675876],"genre_scores_gemma":[0.9989641,0.00003471852,0.000031187,0.0001861179,0.00006713322,0.0003254302,0.00002784424,0.00002305111,0.0003404596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02608613,"threshold_uncertainty_score":0.9782016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143567623555069,"score_gpt":0.3231949869072437,"score_spread":0.3088382245517368,"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."}}