{"id":"W2954164070","doi":"10.1200/jgo.19.00052","title":"Breast Cancer Care in South India: Is Practice Concordant With National Guidelines?","year":2019,"lang":"en","type":"article","venue":"Journal of Global Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Cancer; Breast cancer; Family medicine; Gynecology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005217521,0.000112317,0.000269958,0.001863372,0.0007155706,0.002328468,0.001219879,0.0004623726,0.001075736],"category_scores_gemma":[0.03895564,0.0002148625,0.0002424066,0.006529895,0.001202472,0.0008287127,0.001454646,0.0007127068,0.0001812063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00395431,"about_ca_system_score_gemma":0.01367237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04795148,"about_ca_topic_score_gemma":0.08302983,"domain_scores_codex":[0.9899105,0.00311912,0.002600757,0.0008496267,0.002604779,0.0009151773],"domain_scores_gemma":[0.9410374,0.01656656,0.02728411,0.003030438,0.009366675,0.002714794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003618018,0.00003247915,0.9755718,0.0003703015,0.0000335244,0.0001783487,0.001922831,0.0000764095,0.00009524781,0.000311441,0.002524474,0.01884707],"study_design_scores_gemma":[0.000007916105,0.00004750184,0.9868788,0.0005794949,0.00004096403,0.0005420106,0.006734326,0.0002439801,0.0001195121,0.0001918217,0.004596839,0.00001686522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9439833,0.007451763,0.0006529429,0.02946058,0.0002186457,0.0001627473,0.001872275,0.00008630505,0.01611148],"genre_scores_gemma":[0.9953747,0.001527238,0.0008764314,0.001318099,0.00004837993,0.00005345083,0.0006764171,0.000009104618,0.0001160251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04795148,"threshold_uncertainty_score":0.09534478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132268813764499,"score_gpt":0.3474849008198126,"score_spread":0.3361622126821676,"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."}}