{"id":"W2397017190","doi":"10.1158/1538-7445.sabcs15-ss1-1","title":"Abstract SS1-1: Breast cancer early detection strategies in absence of screening mammography","year":2016,"lang":"en","type":"article","venue":"Cancer Research","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mammography; Breast cancer; Randomized controlled trial; Incidence (geometry); Cancer; Breast cancer screening; Clinical trial; Gold standard (test); Gynecology; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002574808,0.0004704346,0.0008132294,0.0008668267,0.0003741206,0.001183366,0.0008454448,0.000771219,0.01747715],"category_scores_gemma":[0.005203189,0.0001573798,0.000990782,0.0004720521,0.0003173505,0.0008346686,0.001102862,0.0007419813,0.001485874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001156261,"about_ca_system_score_gemma":0.003204735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002485657,"about_ca_topic_score_gemma":0.003044507,"domain_scores_codex":[0.9991725,0.0004369107,0.0000549183,0.00007473013,0.0001577389,0.0001032024],"domain_scores_gemma":[0.9983316,0.0006749813,0.0002579684,0.000061221,0.000315686,0.0003584137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01072598,0.003446017,0.02514618,0.007415315,0.0004612195,0.0004014969,0.0004593695,0.003173186,0.002975393,0.005094702,0.02384138,0.9168598],"study_design_scores_gemma":[0.0216164,0.1398757,0.3567887,0.02930302,0.01159461,0.005344622,0.008738182,0.06252713,0.02448317,0.06888997,0.2703722,0.0004664595],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7568516,0.09047718,0.0142849,0.04887331,0.003011753,0.002578426,0.002651487,0.0008253806,0.080446],"genre_scores_gemma":[0.9704415,0.01311547,0.005023174,0.002225927,0.0006579677,0.0005180371,0.001007799,0.0000211416,0.006988967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01747715,"threshold_uncertainty_score":0.05846691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1353939589885463,"score_gpt":0.434516035130753,"score_spread":0.2991220761422066,"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."}}