{"id":"W2321869572","doi":"10.1097/01.cot.0000464980.55152.63","title":"Early-Stage Breast Cancer","year":2015,"lang":"en","type":"article","venue":"Oncology Times","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Stage (stratigraphy); Cancer; Clinical Oncology; Oncology; Internal medicine; Mammography; Disease; Family medicine; Gynecology","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":[0.0006722003,0.0002336042,0.0002265175,0.0005508988,0.0006210574,0.0008842857,0.0003548287,0.0006834213,0.03477136],"category_scores_gemma":[0.001721293,0.0001311566,0.0003107636,0.0004511734,0.0001757241,0.0006850489,0.0005268481,0.001392019,0.009233837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009100574,"about_ca_system_score_gemma":0.0009474322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004031488,"about_ca_topic_score_gemma":0.01238948,"domain_scores_codex":[0.999673,0.00004563973,0.00001711883,0.00004573467,0.0001308277,0.00008758112],"domain_scores_gemma":[0.9993415,0.00008113994,0.0000612688,0.00004869685,0.000262432,0.000204962],"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":[0.0001733549,0.00008348048,0.01217397,0.0003316284,0.00003757768,0.0004301182,0.0001055918,0.00001766051,0.001181772,0.003209741,0.6502597,0.3319955],"study_design_scores_gemma":[0.0000387012,0.0001129424,0.02312967,0.0005120705,0.00003503569,0.002385868,0.0001570697,0.00004098044,0.0003989133,0.001063211,0.9721118,0.00001381401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0363237,0.1649846,0.002119604,0.2119765,0.02413367,0.0003635008,0.005413913,0.00045985,0.5542248],"genre_scores_gemma":[0.2533083,0.129283,0.003138925,0.1646939,0.01796389,0.0003403999,0.009171613,0.0001128123,0.4219872],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03477136,"threshold_uncertainty_score":0.1163217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3572888965632147,"score_gpt":0.4625369162085353,"score_spread":0.1052480196453206,"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."}}