{"id":"W186234674","doi":"10.15173/m.v1i16.748","title":"Prostate Cancer Overdiagnosis: A Product of Technological Oversensitivity","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Economic Sanctions and International Relations","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Overdiagnosis; Prostate cancer; Cancer; Medicine; Product (mathematics); Prostate; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002073413,0.0002112854,0.0004374484,0.00209775,0.0006266745,0.002082935,0.0004530471,0.0009008544,0.003829383],"category_scores_gemma":[0.01719214,0.0002114988,0.0003715047,0.002211696,0.001139719,0.001021432,0.001332927,0.001462102,0.0002702436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009923526,"about_ca_system_score_gemma":0.0006506333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002208015,"about_ca_topic_score_gemma":0.001696238,"domain_scores_codex":[0.9985673,0.0005049878,0.000115502,0.0002230359,0.0004083528,0.0001808356],"domain_scores_gemma":[0.9853297,0.005773086,0.005615609,0.001391659,0.001003501,0.0008862961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000661066,0.0002472241,0.760725,0.0003185743,0.0003531609,0.005574929,0.001275887,0.002582321,0.006378799,0.03926664,0.008356692,0.1742598],"study_design_scores_gemma":[0.00005146403,0.0003170838,0.9099484,0.0002187372,0.0002454443,0.02092141,0.0009450205,0.004085532,0.003232457,0.03908281,0.02088265,0.00006910173],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9037656,0.0193339,0.005350708,0.0273835,0.0003201773,0.00004908451,0.000722679,0.000136982,0.04293743],"genre_scores_gemma":[0.9958514,0.001887706,0.0004900148,0.0005536985,0.0002605613,0.000003638308,0.00007817532,0.00001439054,0.0008604625],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.003829383,"threshold_uncertainty_score":0.01281059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04203197854730976,"score_gpt":0.2619906083091377,"score_spread":0.219958629761828,"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."}}