{"id":"W3016168581","doi":"10.29063/ajrh2017/v21i2.3","title":"Promoting Early Detection of Breast Cancer and Care Strategies for Nigeria.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Breast cancer; Medicine; Developing country; Cancer; Gynecology; Family medicine; Traditional medicine; Nursing; Obstetrics; Economic growth; Internal medicine","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":[0.002593269,0.0003113517,0.0002930103,0.001266345,0.00130854,0.001930091,0.0006646652,0.001425045,0.006164775],"category_scores_gemma":[0.01048881,0.0001897668,0.0003509406,0.0009449053,0.0004794293,0.001891027,0.001759207,0.002083361,0.001007548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001992351,"about_ca_system_score_gemma":0.01972226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01474409,"about_ca_topic_score_gemma":0.03940282,"domain_scores_codex":[0.9990309,0.0004894967,0.0001256802,0.00004386884,0.0001903011,0.0001197348],"domain_scores_gemma":[0.9961063,0.001093454,0.0005436291,0.0000872992,0.001026244,0.00114305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000669491,0.0004952014,0.02968756,0.00859035,0.00004137667,0.001292336,0.004711662,0.000146777,0.0006701787,0.0089961,0.2854629,0.6598387],"study_design_scores_gemma":[0.0001653436,0.0002602074,0.08563977,0.05887466,0.0002915247,0.002635538,0.0298427,0.0003658891,0.001050625,0.01651391,0.8042821,0.00007767614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03057414,0.2596047,0.00324567,0.6191441,0.01202409,0.0008549978,0.0009385382,0.0002743046,0.07333951],"genre_scores_gemma":[0.2953883,0.523954,0.06010072,0.08952492,0.002884599,0.001514364,0.001426032,0.00006719685,0.02513992],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01474409,"threshold_uncertainty_score":0.02931654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06276976084394877,"score_gpt":0.3138677585203543,"score_spread":0.2510979976764056,"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."}}