{"id":"W4386305597","doi":"10.1001/jamaophthalmol.2023.3852","title":"Ocular Symptoms in Adolescents and Young Adults With Electronic Cigarette, Cigarette, and Dual Use","year":2023,"lang":"en","type":"letter","venue":"JAMA Ophthalmology","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Eye Institute; National Cancer Institute; National Heart, Lung, and Blood Institute","keywords":"Medicine; Headaches; Itching; Odds ratio; Electronic cigarette; Young adult; Cross-sectional study; Contact lens; Demography; Pediatrics; Ophthalmology; Internal medicine; Dermatology; Surgery","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":[0.0003390572,0.0002152205,0.0002869903,0.001027956,0.0003231963,0.0004839743,0.0001871323,0.000443627,0.002536001],"category_scores_gemma":[0.001821069,0.0002539079,0.0004131274,0.0008375763,0.0002541591,0.0005496125,0.0003532527,0.0005703152,0.0002227814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002244806,"about_ca_system_score_gemma":0.0003222749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005708186,"about_ca_topic_score_gemma":0.01089349,"domain_scores_codex":[0.9997168,0.0000446026,0.0000502185,0.00004645701,0.00009117457,0.00005073589],"domain_scores_gemma":[0.9986084,0.0001424037,0.0008910155,0.00002185307,0.0001129868,0.0002233145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000980338,0.00002085305,0.9990413,0.000008091564,0.000008042067,0.00004054493,0.0000386657,0.00000308829,0.00002589703,0.000003372819,0.00003966009,0.0007606776],"study_design_scores_gemma":[0.000002356152,0.00004229907,0.999227,0.0000153257,0.000009968022,0.0003825988,0.0001910138,0.00002483129,0.00001067575,0.000007431358,0.00008532881,0.000001066841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9981312,0.0007960933,0.00002660032,0.00008354344,0.00001136273,0.00001711132,0.0003842646,0.000002407096,0.0005474938],"genre_scores_gemma":[0.9988058,0.0005272964,0.00008969592,0.00006552544,0.00002010113,0.000014233,0.0002792167,8.865617e-7,0.0001972747],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005708186,"threshold_uncertainty_score":0.01134992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092050860363052,"score_gpt":0.2393105934191556,"score_spread":0.228390084815525,"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."}}