{"id":"W2731096206","doi":"10.1093/geroni/igx004.1647","title":"DEFINING LUNG CANCER DIAGNOSTIC PATHWAYS IN THE PRIMARY CARE SETTING IN MONTRÉAL, QUÉBEC","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Lung cancer; Disease; Psychological intervention; Cancer; Intensive care medicine; Incidence (geometry); Stage (stratigraphy); Health care; Internal medicine; Nursing","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":[0.00246863,0.0002972936,0.0003657266,0.001265565,0.003716751,0.002257996,0.001598982,0.0006051908,0.002429597],"category_scores_gemma":[0.006202862,0.0003293137,0.0004991505,0.004128356,0.001015426,0.0008716941,0.001865414,0.0008712955,0.0001899453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07629965,"about_ca_system_score_gemma":0.0886931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944564,"about_ca_topic_score_gemma":0.9969572,"domain_scores_codex":[0.9972131,0.0007875377,0.0001617423,0.0003558387,0.0004087426,0.001073052],"domain_scores_gemma":[0.9946103,0.0008358625,0.0009833976,0.0001095933,0.002015484,0.001445325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001041141,0.0002646748,0.9710452,0.0002027556,0.00006876487,0.0002904235,0.007955942,0.000782547,0.0002792757,0.0008632626,0.00283647,0.01530655],"study_design_scores_gemma":[0.00002667522,0.000149774,0.9760277,0.000155175,0.000031945,0.00006807295,0.01849367,0.002770227,0.0001143917,0.0001552281,0.00197731,0.00002984692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877273,0.001167699,0.0006463514,0.001956729,0.00001782674,0.0006218378,0.004693999,0.00002234733,0.003145956],"genre_scores_gemma":[0.9952525,0.0005295353,0.001496481,0.0004162687,0.000007854282,0.0002196192,0.001243806,0.000005220083,0.0008287487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07629965,"threshold_uncertainty_score":0.5535953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03863495048487488,"score_gpt":0.3317677609234077,"score_spread":0.2931328104385328,"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."}}