{"id":"W4321456494","doi":"10.1111/cid.13194","title":"Assessment of the content and quality of YouTube videos related zygomatic implants: A content–quality analysis","year":2023,"lang":"en","type":"article","venue":"Clinical Implant Dentistry and Related Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mann–Whitney U test; Upload; Content analysis; Quality Score; Video quality; Quality (philosophy); Test (biology); Medicine; Computer science; Statistics; Mathematics; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004704573,0.0002683713,0.0004716197,0.006568172,0.0003875421,0.001193641,0.0002883952,0.0002670891,0.002593396],"category_scores_gemma":[0.02082265,0.0001497576,0.0006346811,0.003081972,0.0004180387,0.001045649,0.0008230958,0.0002316151,0.0003804628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007790676,"about_ca_system_score_gemma":0.0006558385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002692545,"about_ca_topic_score_gemma":0.003097044,"domain_scores_codex":[0.9974261,0.0006858238,0.0004615907,0.000196256,0.001048345,0.0001818903],"domain_scores_gemma":[0.9789255,0.007584489,0.005611465,0.0003629363,0.006950927,0.0005647139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001210395,0.0002569651,0.8926577,0.002106095,0.0003503468,0.0003457557,0.004676904,0.0002036411,0.005347628,0.0002438456,0.001592984,0.09100784],"study_design_scores_gemma":[0.00002647812,0.000681857,0.987894,0.0003927296,0.0002013419,0.0005785138,0.003808078,0.001367613,0.002271369,0.0001251433,0.002608654,0.00004418273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897068,0.0012132,0.002184837,0.0001457158,0.00002834821,0.0008687174,0.002674795,0.00004187437,0.00313576],"genre_scores_gemma":[0.9903591,0.0009253809,0.004783836,0.00006977234,0.00005963371,0.0008224019,0.002038294,0.00002061554,0.0009209652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9988064,"threshold_uncertainty_score":0.02488047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6165610692247342,"score_gpt":0.6644132492818856,"score_spread":0.04785218005715142,"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."}}