{"id":"W4229072463","doi":"10.3390/curroncol29050258","title":"Histologic and Genotypic Characterization of Lung Cancer in the Inuit Population of the Eastern Canadian Arctic","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba; University of British Columbia; Ottawa Hospital; University of Ottawa","funders":"Government of Nunavut","keywords":"Lung cancer; Medicine; STK11; Adenocarcinoma; Population; Cancer; Internal medicine; Carcinoma; Pathology; Oncology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003512077,0.0002227294,0.00019976,0.001348638,0.001395334,0.0006349806,0.0006362066,0.0002637013,0.0008121646],"category_scores_gemma":[0.001011223,0.0001740001,0.0001712886,0.001424921,0.0005158564,0.0002038757,0.0003637862,0.0002132669,0.000109429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00249922,"about_ca_system_score_gemma":0.002034737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6723155,"about_ca_topic_score_gemma":0.7997454,"domain_scores_codex":[0.9995412,0.00003004975,0.00003283505,0.0001023756,0.0001615583,0.0001319592],"domain_scores_gemma":[0.9995246,0.0000379424,0.0001149521,0.00003139102,0.0001824683,0.0001087273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004107437,0.00001436602,0.9958917,0.00001089412,0.00001956674,0.0003516916,0.0004173742,0.00005327726,0.001359866,0.00003179947,0.0001213943,0.001686876],"study_design_scores_gemma":[0.000001220734,0.0000224469,0.997834,0.000004970258,0.00001225372,0.0006920862,0.0007724529,0.0001330762,0.0001736795,0.00001157026,0.0003385206,0.000003663032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986902,0.0001670927,0.000078693,0.00002455868,0.000002379459,0.00001655818,0.0003780735,0.000002476543,0.0006399078],"genre_scores_gemma":[0.9992809,0.0001079841,0.00008588465,0.00001724857,0.000002382888,0.00000550909,0.0003269184,0.000001962879,0.0001713546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3276845,"threshold_uncertainty_score":0.6592286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04163273580281722,"score_gpt":0.3868027041280066,"score_spread":0.3451699683251894,"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."}}