{"id":"W4233764627","doi":"10.3410/f.1158902.793455817","title":"Faculty Opinions recommendation of Screening and prostate-cancer mortality in a randomized European study.","year":2012,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Prostate cancer; Randomized controlled trial; Medicine; Cancer; Oncology; Family medicine; Gynecology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.009750389,0.001173545,0.002918062,0.002401351,0.0005382267,0.00349764,0.003935766,0.002549405,0.2098662],"category_scores_gemma":[0.09385109,0.0009365835,0.003985375,0.005147521,0.0004247447,0.001863066,0.001796374,0.001990896,0.03745545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001735224,"about_ca_system_score_gemma":0.005396318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0143032,"about_ca_topic_score_gemma":0.0322311,"domain_scores_codex":[0.9921207,0.003269463,0.001543036,0.001200197,0.001470211,0.0003962953],"domain_scores_gemma":[0.9695793,0.01332754,0.004746923,0.005247627,0.005040545,0.002058063],"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":[0.001924886,0.00006570743,0.003849741,0.003270277,0.001184215,0.00001608259,0.00001203184,0.00015568,0.00008624692,0.0003282406,0.9816054,0.00750146],"study_design_scores_gemma":[0.03568461,0.0003358001,0.05036152,0.004345139,0.004877304,0.0001644168,0.000074714,0.001613411,0.0006386128,0.002924958,0.8988463,0.000133208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007958284,0.0005162649,0.0002730511,0.001095398,0.0002194383,0.0004886602,0.9929687,0.000224814,0.003417683],"genre_scores_gemma":[0.01201486,0.001014343,0.002746634,0.002571515,0.0004244447,0.003703813,0.9656118,0.0004487906,0.01146385],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2098662,"threshold_uncertainty_score":0.7020725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09490586308929472,"score_gpt":0.4247443246313631,"score_spread":0.3298384615420684,"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."}}