{"id":"W2022571493","doi":"10.3390/cancers3010252","title":"Rational and Irrational Issues in Breast Cancer Screening","year":2011,"lang":"en","type":"article","venue":"Cancers","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Breast cancer; Medicine; Breast cancer screening; Task force; Randomized controlled trial; Irrational number; Intensive care medicine; Family medicine; Cancer; Political science; Mammography; Pathology; Internal medicine; Public administration","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2947668,0.001257955,0.004023485,0.004511035,0.003112859,0.008825701,0.005377506,0.01909445,0.005033049],"category_scores_gemma":[0.5103927,0.001079804,0.003038862,0.003271747,0.04759887,0.01692814,0.006822996,0.02987117,0.001199708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008487269,"about_ca_system_score_gemma":0.00967584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002362217,"about_ca_topic_score_gemma":0.003657484,"domain_scores_codex":[0.7448446,0.1729952,0.02269583,0.009581457,0.0474808,0.002402032],"domain_scores_gemma":[0.3372901,0.6234842,0.01313667,0.01125874,0.01278094,0.002049296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008643018,0.0000901571,0.001971882,0.007893976,0.0006875127,0.0007102691,0.003997118,0.0009352549,0.0002875844,0.6866397,0.1067467,0.1891757],"study_design_scores_gemma":[0.0003852117,0.000234191,0.001462612,0.01340777,0.0004557975,0.0007037335,0.001637928,0.001249582,0.0004815212,0.78731,0.1925671,0.0001046156],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001470486,0.09420665,0.005862395,0.8768133,0.01038161,0.0001028977,0.00009080812,0.00005747364,0.01101438],"genre_scores_gemma":[0.0877482,0.04732818,0.01625151,0.8104748,0.03512985,0.0007442215,0.00006052775,0.0001256859,0.002136976],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2947668,"threshold_uncertainty_score":0.8696781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1016344587420301,"score_gpt":0.3507560703012231,"score_spread":0.249121611559193,"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."}}