{"id":"W4251591017","doi":"10.3410/f.3856956.793455818","title":"Faculty Opinions recommendation of Mortality results from the Göteborg randomised population-based prostate-cancer screening trial.","year":2012,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Prostate cancer; Medicine; Population; Prostate cancer screening; Family medicine; Gynecology; Cancer; Internal medicine; Prostate-specific antigen; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01177092,0.00163226,0.00379276,0.003881094,0.0005610987,0.005299962,0.004503294,0.003273623,0.372435],"category_scores_gemma":[0.1027384,0.001533327,0.003541349,0.005706595,0.0004753633,0.001963215,0.001924032,0.00314548,0.1384875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002195219,"about_ca_system_score_gemma":0.007646999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009667033,"about_ca_topic_score_gemma":0.02787147,"domain_scores_codex":[0.9920303,0.002643447,0.001668084,0.001278171,0.001895796,0.0004842089],"domain_scores_gemma":[0.9719962,0.0107056,0.003415509,0.006364173,0.005414598,0.002103901],"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":[0.0005324441,0.00002199565,0.0004787101,0.00186821,0.0002656376,0.000008693574,0.000007065453,0.0001062848,0.00004523937,0.0003015125,0.9913374,0.005026709],"study_design_scores_gemma":[0.01201206,0.00009617466,0.006466513,0.002178392,0.0009469997,0.00007423663,0.00002168859,0.0009905631,0.0002996768,0.00375333,0.973092,0.00006826241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001395513,0.0002176822,0.0003380469,0.0009266532,0.0002303223,0.000284152,0.9943957,0.0005731215,0.002894708],"genre_scores_gemma":[0.003031183,0.0004886429,0.003174127,0.001705028,0.0003501409,0.002634831,0.9733256,0.0008150234,0.01447542],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.372435,"threshold_uncertainty_score":0.8951453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.359401681049914,"score_gpt":0.5414222484200644,"score_spread":0.1820205673701503,"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."}}