{"id":"W6945014475","doi":"10.20381/ruor-28434","title":"Screening for prostate cancer: protocol for updating multiple systematic reviews to inform a Canadian Task Force on Preventive Health Care guideline update","year":2022,"lang":"en","type":"other","venue":"University of Ottawa - Library","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Systematic review; Guideline; Protocol (science); Observational study; Rectal examination; MEDLINE; Prostate cancer screening; Prostate cancer; Randomized controlled trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007808537,0.0006630695,0.001744044,0.001472813,0.0007444298,0.00005604641,0.001145959,0.0002016434,0.002031497],"category_scores_gemma":[0.0002352968,0.0007295861,0.0004941563,0.0007931985,0.00005760014,0.0005668106,0.000368022,0.0003001281,0.00007572942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001246457,"about_ca_system_score_gemma":0.002603845,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06071177,"about_ca_topic_score_gemma":0.2449564,"domain_scores_codex":[0.9963417,0.0003631038,0.0011401,0.000827171,0.0004328021,0.0008951141],"domain_scores_gemma":[0.9953644,0.0001605981,0.002880868,0.0008217505,0.000141287,0.0006310611],"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":[0.0003759864,0.00003335414,0.0002267855,0.06868354,0.0002327006,0.000005846423,0.002020486,0.000239872,0.000001055571,0.000290017,0.9263145,0.001575827],"study_design_scores_gemma":[0.003058606,0.0005942351,0.000006722022,0.02236555,0.0001300831,0.00000110594,0.004387326,0.0004974277,0.000009729235,0.000006999809,0.9683125,0.0006297148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"other","genre_scores_codex":[0.000002052879,0.0005587078,0.001123649,0.001285363,0.0001251043,0.8550195,0.08235113,0.0004966523,0.05903788],"genre_scores_gemma":[0.00002044135,0.00005217991,0.209909,0.004014676,0.0003403533,0.2240134,0.0239849,0.002660892,0.5350042],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.6310061,"threshold_uncertainty_score":0.9995155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0224912115785622,"score_gpt":0.2867233180518668,"score_spread":0.2642321064733046,"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."}}