{"id":"W4288048731","doi":"10.1097/rhu.0000000000001841","title":"A Qualitative Analysis of Methotrexate Self-injection Education Videos on YouTube","year":2022,"lang":"en","type":"article","venue":"JCR Journal of Clinical Rheumatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Reliability (semiconductor); Quality (philosophy); The Internet; Methotrexate; Medicine; Computer science; Multimedia; Surgery; World Wide Web","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":[0.008828713,0.000415829,0.0005159272,0.004208224,0.00279069,0.002050389,0.000810048,0.0007238404,0.00277321],"category_scores_gemma":[0.0331324,0.0002730934,0.0003447856,0.002820148,0.002540032,0.002475697,0.00246137,0.0007054385,0.0002982961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006058811,"about_ca_system_score_gemma":0.003878284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01762404,"about_ca_topic_score_gemma":0.03201699,"domain_scores_codex":[0.9928417,0.004694899,0.000385281,0.0003512436,0.001077995,0.0006489538],"domain_scores_gemma":[0.9680775,0.023064,0.002295759,0.0003412725,0.005163291,0.001058167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001169131,0.00006890897,0.02567375,0.001467193,0.00001377417,0.001386839,0.932175,0.000116121,0.002281008,0.001224881,0.003693261,0.0317823],"study_design_scores_gemma":[0.000007206145,0.00006924833,0.01987894,0.001144329,0.00001095827,0.0003058893,0.9632977,0.0004601665,0.0005953503,0.0003031247,0.01389673,0.00003034467],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815596,0.0009369729,0.004155285,0.002304006,0.0001071816,0.001219001,0.001777449,0.00003347853,0.007907039],"genre_scores_gemma":[0.986316,0.001234954,0.00497055,0.0006680621,0.00004730112,0.001824507,0.0009283951,0.00005843304,0.003951785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01762404,"threshold_uncertainty_score":0.04669124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2536765063620312,"score_gpt":0.6120728065216592,"score_spread":0.358396300159628,"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."}}