{"id":"W1607347631","doi":"10.1007/bf03015764","title":"The value of screening preoperative chest x-rays: a systematic review","year":2005,"lang":"en","type":"review","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Radiological weapon; MEDLINE; Inclusion and exclusion criteria; Pediatrics; Surgery; Pathology","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":[0.009681594,0.001415053,0.01021582,0.004817531,0.0004636222,0.001938449,0.002136777,0.002510223,0.003434614],"category_scores_gemma":[0.06667569,0.0015521,0.008045744,0.005467452,0.0009902762,0.00204118,0.001284731,0.001594782,0.0002331556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002493768,"about_ca_system_score_gemma":0.00737947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01141528,"about_ca_topic_score_gemma":0.04154465,"domain_scores_codex":[0.9911378,0.003720529,0.002798785,0.0007653037,0.001379968,0.0001974638],"domain_scores_gemma":[0.9296076,0.05705601,0.008711353,0.0007503652,0.003209338,0.0006653728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001197337,0.00004260944,0.005387943,0.8692376,0.08306932,0.0002140655,0.0002023194,0.0002245202,0.000163987,0.000135138,0.001866451,0.03825872],"study_design_scores_gemma":[0.002771455,0.0006270682,0.01768214,0.3478203,0.6196611,0.0005514885,0.0003817409,0.0003498259,0.0002473024,0.0003921902,0.009420324,0.00009505187],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002568785,0.9962936,0.0001426455,0.0002522415,0.0001745048,0.0001436863,0.0002554947,0.000006821005,0.0001621524],"genre_scores_gemma":[0.07326146,0.9239014,0.001285243,0.0007455551,0.000197195,0.0002746159,0.0002144528,0.000008901409,0.0001112057],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01141528,"threshold_uncertainty_score":0.05120182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02664910309478368,"score_gpt":0.2922480576652261,"score_spread":0.2655989545704424,"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."}}