{"id":"W2021848844","doi":"10.5858/arpa.2012-0511-oa","title":"Data Set for Reporting of Lung Carcinomas: Recommendations From International Collaboration on Cancer Reporting","year":2013,"lang":"en","type":"review","venue":"Archives of Pathology & Laboratory Medicine","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Vancouver Hospital and Health Sciences Centre; University of British Columbia; University Health Network","funders":"","keywords":"Medicine; Context (archaeology); Standardization; Lung cancer; General partnership; Cancer; Prostate cancer; Family medicine; Medical physics; Oncology; Internal medicine; Computer science; Political science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3213905,0.003140853,0.009880186,0.02783088,0.003498422,0.009413799,0.01811027,0.008022745,0.00565803],"category_scores_gemma":[0.3892912,0.002791643,0.01539312,0.02781697,0.005592245,0.01129091,0.00942092,0.01614225,0.005126216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01487222,"about_ca_system_score_gemma":0.08689817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02886215,"about_ca_topic_score_gemma":0.01753615,"domain_scores_codex":[0.6872044,0.1321579,0.1303721,0.005956334,0.04089649,0.00341274],"domain_scores_gemma":[0.478742,0.193556,0.06974018,0.03605589,0.2138161,0.008089804],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003449955,0.0002436575,0.007260222,0.1642608,0.001478762,0.0004065909,0.002496431,0.001720691,0.001224864,0.03190926,0.3077021,0.4809515],"study_design_scores_gemma":[0.0003254659,0.0001898688,0.008467955,0.2423394,0.001955455,0.0005360634,0.001937735,0.0007075403,0.001802943,0.0116561,0.7298035,0.0002780122],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.002872309,0.4449118,0.1337245,0.262662,0.03272017,0.04471292,0.04487322,0.002328402,0.03119475],"genre_scores_gemma":[0.01273885,0.2655907,0.5675775,0.02942199,0.002171026,0.067239,0.05112861,0.000719677,0.003412609],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6786095,"threshold_uncertainty_score":0.8368464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1571258547718371,"score_gpt":0.468303239950414,"score_spread":0.3111773851785769,"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."}}