{"id":"W7084103325","doi":"10.6084/m9.figshare.30254630.v1","title":"Additional file 1 of Lung cancer stage at diagnosis and immigrant English/French language proficiency: a retrospective population level cohort study of urban residents in Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Open MIND","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Immigration; Retrospective cohort study; Stage (stratigraphy); Cohort study; Lung cancer; Population; Cohort","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":[],"consensus_categories":[],"category_scores_codex":[0.0005971395,0.0005581718,0.001003477,0.00239922,0.002428032,0.00116432,0.001653827,0.0007568349,0.2751952],"category_scores_gemma":[0.009711659,0.0004748728,0.0007780271,0.007229293,0.0003418947,0.000777811,0.0006251911,0.0005751046,0.009818783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007615092,"about_ca_system_score_gemma":0.01407599,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8811187,"about_ca_topic_score_gemma":0.9166014,"domain_scores_codex":[0.9993221,0.00005019589,0.0001185646,0.0001734554,0.0001388734,0.0001968644],"domain_scores_gemma":[0.9936963,0.001444047,0.001058442,0.0004967336,0.00275269,0.0005518018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004036432,0.0002048487,0.2380824,0.00205944,0.0002056359,0.000299192,0.0006311993,0.0004934469,0.0001715829,0.0009651304,0.7459164,0.0105671],"study_design_scores_gemma":[0.001141236,0.0001390975,0.8753168,0.001851292,0.0002337925,0.0005489146,0.002106538,0.001076802,0.0002320081,0.0009149445,0.1163347,0.0001038697],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.00652091,0.00007637138,0.00009152966,0.00009478004,0.00002077481,0.0001396627,0.991218,0.00002819249,0.001809732],"genre_scores_gemma":[0.1596927,0.0005762583,0.00201642,0.0005949367,0.00008842785,0.002810528,0.8076959,0.000109214,0.0264157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2751952,"threshold_uncertainty_score":0.9206197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01793535206568693,"score_gpt":0.3042252522589385,"score_spread":0.2862899001932516,"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."}}