{"id":"W4282940302","doi":"10.4103/ijc.ijc_447_22","title":"Self-breast examination for breast cancer screening: The Indian story","year":2022,"lang":"en","type":"letter","venue":"Indian Journal of Cancer","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Mammography; Breast cancer screening; Incidence (geometry); Cancer; Health care; Family medicine; Disease; Asymptomatic; Cancer screening; Gynecology; Surgery; Internal medicine; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001377846,0.0004514576,0.0008309105,0.0005472277,0.0004824705,0.0001056852,0.0007386404,0.0005000365,0.002650265],"category_scores_gemma":[0.00005857117,0.000330384,0.0006108503,0.0004620617,0.0001450555,0.0003292783,0.00007522892,0.004155162,0.000004213626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001804237,"about_ca_system_score_gemma":0.00263922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004101214,"about_ca_topic_score_gemma":0.0002449654,"domain_scores_codex":[0.9962105,0.0002880573,0.0007663403,0.000382293,0.001656936,0.0006958665],"domain_scores_gemma":[0.9965531,0.0002506674,0.001583468,0.0004122935,0.0009523169,0.0002481788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005542658,0.00002863404,0.004332128,0.0004457517,0.001036026,0.002201059,0.002512561,0.00008690085,0.00001144143,0.000003610839,0.8161743,0.1726134],"study_design_scores_gemma":[0.001872745,0.0004389754,0.03700868,0.001360765,0.001052978,0.008956749,0.001259167,0.0000202001,0.00002138893,0.00002569278,0.9476005,0.0003821123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01205305,0.0135325,0.0001730158,0.9663693,0.003523669,0.001249852,0.002654134,0.00004808186,0.0003963786],"genre_scores_gemma":[0.1597496,0.002730209,0.00137124,0.7767,0.05431365,0.0007179769,0.0002110063,0.0003228946,0.003883337],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1896693,"threshold_uncertainty_score":0.9999148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04255082290965163,"score_gpt":0.3244489959503607,"score_spread":0.2818981730407091,"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."}}