{"id":"W4309047862","doi":"10.1148/radiol.212611","title":"Chest CT Findings in Marijuana Smokers","year":2022,"lang":"en","type":"article","venue":"Radiology","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Bronchiectasis; Internal medicine; Air trapping; Tobacco smoke; Lung","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":[0.0004444878,0.0002851977,0.0003224931,0.002085576,0.0003043309,0.0005107163,0.0002554844,0.000461476,0.002149708],"category_scores_gemma":[0.002039665,0.0002944449,0.0002708071,0.0006949427,0.0003717958,0.0003488775,0.0003214614,0.0002245037,0.0002446159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002479824,"about_ca_system_score_gemma":0.0001733589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002060067,"about_ca_topic_score_gemma":0.002013344,"domain_scores_codex":[0.9996768,0.00006630809,0.00003934807,0.00007858758,0.00007600441,0.00006295749],"domain_scores_gemma":[0.99882,0.0002861262,0.0005266218,0.00005210511,0.0001002792,0.0002148849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004773217,0.00001378411,0.9978979,0.000005960404,0.000009688179,0.0009421034,0.00002603464,0.000008407786,0.0003600449,0.000003753867,0.00002595724,0.0006587457],"study_design_scores_gemma":[0.000004786894,0.000108393,0.9902547,0.00000853011,0.00002190819,0.009192979,0.0000826157,0.00006207761,0.0001587542,0.0000076227,0.0000954274,0.00000223195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987179,0.0005414514,0.0000421698,0.00001825194,0.000004236464,0.00001032878,0.00008870775,0.000004833097,0.0005720416],"genre_scores_gemma":[0.9995137,0.0001979141,0.00005806229,0.00001891558,0.00001628039,0.000005076626,0.0001058018,0.000001054728,0.00008312155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002149708,"threshold_uncertainty_score":0.007191479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01744204983428112,"score_gpt":0.2915541908602728,"score_spread":0.2741121410259917,"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."}}