{"id":"W4306322240","doi":"10.14293/s2199-1006.1.sor-.ppiywcc.v1","title":"Breast Cancer in the surgical department of Saint Boniface Hospital: Descriptive and observational analysis","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital","funders":"","keywords":"Breast cancer; Medicine; Incidence (geometry); Hum; SAINT; Cancer; Epidemiology; Internal medicine; History","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":[0.00116282,0.0003550595,0.0008527141,0.00281495,0.0008353091,0.0006457499,0.0007020028,0.0006330298,0.004411937],"category_scores_gemma":[0.001782757,0.0003494804,0.0005842873,0.003090287,0.0004433404,0.0005168961,0.0006891849,0.0005426575,0.0003610147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001521667,"about_ca_system_score_gemma":0.001426512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01066117,"about_ca_topic_score_gemma":0.01166907,"domain_scores_codex":[0.9990107,0.0001513146,0.0001473831,0.0002104535,0.0002591424,0.0002209564],"domain_scores_gemma":[0.998848,0.0003098451,0.0004410667,0.0000639357,0.0001569144,0.0001802792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001672103,0.0001443257,0.9970391,0.0001955911,0.00006561066,0.0002103449,0.0002067517,0.00002905287,0.00008503502,0.00004056273,0.0005436444,0.001272793],"study_design_scores_gemma":[0.00002424108,0.0003817662,0.9954525,0.0001364711,0.00006381182,0.0007280499,0.001847031,0.0001348114,0.00003960458,0.00003893175,0.001141245,0.00001156258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939825,0.00152196,0.0001243745,0.0001455535,0.00001783618,0.0002309972,0.003208974,0.000003877102,0.000763922],"genre_scores_gemma":[0.994954,0.0008208894,0.0003109698,0.0001789237,0.00005564211,0.00048967,0.002794969,0.000003227117,0.0003915921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01066117,"threshold_uncertainty_score":0.02119821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09435171873253174,"score_gpt":0.3598204211018056,"score_spread":0.2654687023692739,"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."}}