{"id":"W4402713222","doi":"10.36740/wlek202408239","title":"LUNG CANCER SCREENING- THE ONTARIO? CANADA EXPERIENCE","year":2024,"lang":"en","type":"article","venue":"Wiadomości Lekarskie","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Lung cancer; Cancer; Medicine; Lung cancer screening; Oncology; Internal medicine","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":[0.002469235,0.0003339865,0.0003743112,0.0008286861,0.009974115,0.003346253,0.001650553,0.001617047,0.00735841],"category_scores_gemma":[0.00581005,0.0004727312,0.0004484853,0.004397273,0.002589379,0.001200597,0.002330769,0.002063342,0.0004390544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1277532,"about_ca_system_score_gemma":0.23791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968039,"about_ca_topic_score_gemma":0.9989009,"domain_scores_codex":[0.99598,0.000370783,0.0001662829,0.0002010642,0.001993576,0.001288164],"domain_scores_gemma":[0.9878663,0.0007024548,0.0006208693,0.0001553083,0.004655399,0.00599965],"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":[0.0005907622,0.0006691012,0.2866558,0.002173571,0.0001523715,0.01014327,0.0658688,0.001062032,0.003093146,0.02189217,0.3390886,0.2686104],"study_design_scores_gemma":[0.0001011669,0.0002988336,0.3310714,0.000887605,0.00007305748,0.002101611,0.04614412,0.0005390061,0.000402793,0.0008447377,0.6173622,0.0001734644],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4065483,0.03254925,0.0009541173,0.3358147,0.002012444,0.000602223,0.005235244,0.0001960625,0.2160877],"genre_scores_gemma":[0.8630603,0.03734228,0.002131745,0.03127799,0.0003868624,0.0001279793,0.0019339,0.0001336995,0.06360538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1277532,"threshold_uncertainty_score":0.926919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0152066203785288,"score_gpt":0.3037505577249808,"score_spread":0.288543937346452,"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."}}