{"id":"W1975364871","doi":"10.1378/chest.10286","title":"Which Types of Lung Cancer Are Associated With Emphysema?","year":2010,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Lung cancer; Cancer; Pulmonary emphysema; Lung; Intensive care medicine; Internal medicine; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001427116,0.0004199218,0.001188106,0.001934733,0.0007657037,0.002064721,0.001136717,0.002210808,0.009959769],"category_scores_gemma":[0.008168355,0.0005695712,0.002149594,0.002980966,0.001058478,0.002529819,0.0006633793,0.001514365,0.00146172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003532016,"about_ca_system_score_gemma":0.0005414552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00289463,"about_ca_topic_score_gemma":0.005827375,"domain_scores_codex":[0.9986982,0.0003832105,0.0001992926,0.0002096171,0.0002469966,0.0002625829],"domain_scores_gemma":[0.9924456,0.002078716,0.003347157,0.0005789715,0.0007090534,0.0008404308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001930727,0.00004803586,0.9885485,0.00009455093,0.0003030565,0.0002700602,0.00005822593,0.00003322844,0.0003041519,0.0001151617,0.0005461675,0.009485748],"study_design_scores_gemma":[0.00001119353,0.00007612462,0.9943306,0.0001081226,0.0003305971,0.002569719,0.0006026133,0.0001362385,0.000159667,0.0006108686,0.001050897,0.00001322013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9201148,0.05889395,0.0008368384,0.008943437,0.0005607363,0.00003258836,0.001612284,0.00004111892,0.008964371],"genre_scores_gemma":[0.9909111,0.006543568,0.0002412627,0.0004555969,0.0006545946,0.000006096856,0.0004072333,0.00001000825,0.0007705418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009959769,"threshold_uncertainty_score":0.0333187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0152069278960548,"score_gpt":0.3084533172876828,"score_spread":0.293246389391628,"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."}}