{"id":"W3157785046","doi":"10.1309/q2hxbq174a1r8h5y","title":"Interinstitutional Pathology Consultations","year":2003,"lang":"en","type":"article","venue":"American Journal of Clinical Pathology","topic":"Radiology practices and education","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; London Health Sciences Centre; Mount Sinai Hospital; Western University","funders":"","keywords":"Overdiagnosis; Medicine; Cytology; Internal medicine; Anatomical pathology; Pathology; Cancer","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":[0.003876954,0.0005086644,0.0005637737,0.00360287,0.001541991,0.001603755,0.00120065,0.000697194,0.005638865],"category_scores_gemma":[0.02617121,0.0005403651,0.0005670427,0.004358596,0.0007544973,0.0006427287,0.00209949,0.000906244,0.001254574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003288192,"about_ca_system_score_gemma":0.002525374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01751277,"about_ca_topic_score_gemma":0.01711006,"domain_scores_codex":[0.9883918,0.003709308,0.001570801,0.002003562,0.00294487,0.001379605],"domain_scores_gemma":[0.9557928,0.01070525,0.01986708,0.00246524,0.007742523,0.003427184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002908397,0.00009205046,0.9863321,0.00008408831,0.00006007566,0.00105789,0.0004183627,0.0002209907,0.0002143001,0.0001091634,0.002128113,0.00899219],"study_design_scores_gemma":[0.00004735797,0.0003896725,0.9843234,0.0001264826,0.00008592546,0.003571852,0.001765391,0.0008378222,0.0005873648,0.0001053201,0.008124332,0.00003497784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811875,0.00274025,0.0009444957,0.0003900648,0.00007176849,0.0004799562,0.005285845,0.0001014816,0.0087987],"genre_scores_gemma":[0.9925528,0.0006623034,0.001309511,0.0003664166,0.0001012436,0.0002629397,0.003801022,0.00004060659,0.0009029885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01751277,"threshold_uncertainty_score":0.03482169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0809847649082285,"score_gpt":0.4692089996501778,"score_spread":0.3882242347419493,"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."}}