{"id":"W1974786900","doi":"10.1016/s0361-090x(02)00118-6","title":"Evidence-based policy recommendations on cancer screening and prevention","year":2002,"lang":"en","type":"review","venue":"Cancer Detection and Prevention","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Generalizability theory; Task force; Alternative medicine; Medicine; Cancer prevention; Systematic review; Randomized controlled trial; Evidence-based medicine; Scientific evidence; Quality (philosophy); Health care; Intervention (counseling); Ranking (information retrieval); Task (project management); Family medicine; MEDLINE; Medical education; Psychology; Cancer; Nursing; Political science; Computer science; Pathology; Engineering","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":[0.02005043,0.003154102,0.007468773,0.01047208,0.001013455,0.003737552,0.003814081,0.007672715,0.009324092],"category_scores_gemma":[0.05370264,0.001283994,0.003563982,0.01002729,0.001728758,0.003651543,0.002223618,0.006985976,0.001984862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007059897,"about_ca_system_score_gemma":0.02191552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02077006,"about_ca_topic_score_gemma":0.04510727,"domain_scores_codex":[0.9898482,0.004088945,0.002374637,0.0005896648,0.002739383,0.00035929],"domain_scores_gemma":[0.966038,0.02426582,0.0034388,0.0003634532,0.005286595,0.0006072416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004754127,0.0001415583,0.0005967659,0.3428133,0.002459152,0.000440576,0.0003137519,0.001694013,0.0003285152,0.01138569,0.09269091,0.5466603],"study_design_scores_gemma":[0.0004981997,0.0001283142,0.00202882,0.5583983,0.01023593,0.0003753552,0.000335736,0.0002830339,0.0002480815,0.01115597,0.4162456,0.00006664147],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001168566,0.9831808,0.0006473083,0.01110928,0.002696249,0.0001324478,0.0002081225,0.00001640551,0.001892424],"genre_scores_gemma":[0.001559129,0.9893062,0.002598003,0.005260008,0.000543098,0.0001372719,0.0001450461,0.000003874487,0.0004473789],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02077006,"threshold_uncertainty_score":0.1060381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2295994485588675,"score_gpt":0.4386284177283657,"score_spread":0.2090289691694982,"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."}}