{"id":"W4296613118","doi":"10.1177/12034754221126894","title":"Cannabis Use in Dermatology: A Cross-Sectional Study of YouTube Videos","year":2022,"lang":"en","type":"letter","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Dermatology; Cross-sectional study; Sunbathing; Cannabis; Sunscreening Agents; Psychiatry; Pathology","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":[0.0006499586,0.0002177901,0.0003435973,0.001404656,0.001461093,0.001575301,0.0004712784,0.001404209,0.003651921],"category_scores_gemma":[0.003566288,0.000751898,0.0006043516,0.002153329,0.0004619291,0.001940693,0.0009699298,0.001499291,0.001087983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008912826,"about_ca_system_score_gemma":0.0006907172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05588187,"about_ca_topic_score_gemma":0.09072767,"domain_scores_codex":[0.9993625,0.0001450561,0.00008436786,0.00009909065,0.00017024,0.0001387743],"domain_scores_gemma":[0.9966415,0.000673821,0.001351069,0.000147729,0.0006070281,0.0005788112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003868085,0.0002115457,0.997394,0.00001623187,0.00003980483,0.0001631657,0.0009915616,0.000004289285,0.0001010064,0.00001564413,0.0003257895,0.0006981542],"study_design_scores_gemma":[0.000004610522,0.00008254449,0.994118,0.00002428346,0.00002263642,0.0002729326,0.005033005,0.00005266896,0.00002641629,0.000009981147,0.0003455141,0.000007279543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981603,0.0001291115,0.00002099967,0.0001951598,0.00001297212,0.00002913279,0.0006545373,0.000001429325,0.0007964286],"genre_scores_gemma":[0.9973481,0.0003223792,0.0000602958,0.0004006423,0.00003088214,0.00004268336,0.0006010254,0.00000528182,0.001188732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05588187,"threshold_uncertainty_score":0.1111132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1416957235400022,"score_gpt":0.3991979165433081,"score_spread":0.2575021930033059,"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."}}