{"id":"W1494543790","doi":"10.1007/bf03403608","title":"Trends in Histopathology of Lung Cancer in Alberta","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Cancer Foundation; University of Alberta","funders":"","keywords":"Incidence (geometry); Adenocarcinoma; Lung cancer; Medicine; Cancer registry; Cancer; Histopathology; Small-cell carcinoma; Oncology; Demography; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0004874478,0.0002112372,0.0001998308,0.003539721,0.0007383057,0.0009861271,0.001017725,0.00047489,0.002578885],"category_scores_gemma":[0.001691944,0.0002098271,0.0003156926,0.004243333,0.0004279579,0.000313193,0.0004412163,0.0004168397,0.0004741706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01551025,"about_ca_system_score_gemma":0.009741052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9770774,"about_ca_topic_score_gemma":0.9878364,"domain_scores_codex":[0.999356,0.00004444496,0.0000431755,0.00006130159,0.000293217,0.0002019829],"domain_scores_gemma":[0.9975725,0.0001379529,0.0003833641,0.00003900801,0.001470934,0.0003962005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001685087,0.00003194511,0.9862861,0.00003910466,0.00003889712,0.0001766026,0.0002868276,0.0005170011,0.0004167431,0.0002328741,0.003209226,0.008596068],"study_design_scores_gemma":[0.000004432933,0.00002118825,0.9963306,0.00001443273,0.00001692009,0.0001503195,0.0005050919,0.0004729018,0.0001417117,0.00003073094,0.002304649,0.000006975212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719097,0.0027882,0.0003343357,0.001386342,0.00005484856,0.00002550569,0.01129159,0.0001125306,0.01209697],"genre_scores_gemma":[0.9884976,0.001650676,0.0003593112,0.0001771407,0.00002321261,0.000007454027,0.003802613,0.00001404305,0.005467901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02292264,"threshold_uncertainty_score":0.1125352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1016267240278188,"score_gpt":0.3834283960202873,"score_spread":0.2818016719924684,"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."}}