{"id":"W4235268400","doi":"10.5858/2006-130-318-kiircc","title":"Key Issues in Reporting Common Cancer Specimens: Problems in Pathologic Staging of Colon Cancer","year":2006,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Colorectal cancer; Cancer staging; Cancer; Context (archaeology); Stage (stratigraphy); Standardization; Data extraction; Surgical pathology; Oncology; MEDLINE; Internal medicine; General surgery; Medical physics; 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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4009232,0.001314781,0.00279687,0.01299843,0.002859749,0.007336191,0.006487172,0.003469402,0.002015082],"category_scores_gemma":[0.5869145,0.001224414,0.001571457,0.01645187,0.01330182,0.007642586,0.006165484,0.006828015,0.001072164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006535333,"about_ca_system_score_gemma":0.01606364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00498343,"about_ca_topic_score_gemma":0.01019284,"domain_scores_codex":[0.4328072,0.4020829,0.1055994,0.009172108,0.04886974,0.001468567],"domain_scores_gemma":[0.2213878,0.6024935,0.05883517,0.03523179,0.07907232,0.00297933],"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":[0.0003377113,0.000100435,0.03578412,0.04178668,0.0006958313,0.001758568,0.02205207,0.001620248,0.002754836,0.05380178,0.1510822,0.6882256],"study_design_scores_gemma":[0.0001826693,0.0005374407,0.07329705,0.1018879,0.001297075,0.01655344,0.0384373,0.004726031,0.00606017,0.1429648,0.6133425,0.0007136302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0283127,0.2521288,0.2763968,0.3933257,0.02864433,0.004280319,0.002643854,0.001068875,0.01319859],"genre_scores_gemma":[0.2058286,0.09606826,0.5773527,0.0858876,0.0232364,0.006297806,0.002098213,0.0009484506,0.002282025],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5990768,"threshold_uncertainty_score":0.7387683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02998245866195151,"score_gpt":0.3488654195003242,"score_spread":0.3188829608383727,"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."}}