{"id":"W4399394476","doi":"10.2196/50087","title":"YouTube as a Source of Patient Information on External Cephalic Version: Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"External cephalic version; The Internet; Breech presentation; Misinformation; Upload; Quality (philosophy); Information quality; Medicine; Medical information; Presentation (obstetrics); Computer science; Information system; Pregnancy; Family medicine; Obstetrics; 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":[],"consensus_categories":[],"category_scores_codex":[0.003184202,0.0002592902,0.0007682362,0.002383197,0.001287676,0.001647211,0.0006125284,0.001106808,0.004413563],"category_scores_gemma":[0.01058692,0.0006189405,0.0007310775,0.003426121,0.0006582779,0.002711954,0.001579137,0.001475846,0.0008378796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001278273,"about_ca_system_score_gemma":0.001199583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01359391,"about_ca_topic_score_gemma":0.01675325,"domain_scores_codex":[0.9972833,0.0007830053,0.0004132706,0.0003890592,0.000712684,0.000418622],"domain_scores_gemma":[0.9909581,0.002735743,0.003561405,0.0002316645,0.001665587,0.000847475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001346452,0.0003535864,0.9935524,0.0002723958,0.00007166635,0.0002034611,0.002638842,0.00001230443,0.00006179882,0.00006226404,0.0005509635,0.002085499],"study_design_scores_gemma":[0.00002321282,0.0005578354,0.9845463,0.000294569,0.0001077774,0.0006231317,0.01236273,0.0002041876,0.00005124962,0.00003978943,0.001162994,0.00002617235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963729,0.0008578792,0.00007770518,0.0001573874,0.00001364406,0.0002145969,0.00116282,0.000002807413,0.00114027],"genre_scores_gemma":[0.9967561,0.000789375,0.0002548818,0.0002936885,0.00002711688,0.000375644,0.000924068,0.00000801974,0.0005711199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01359391,"threshold_uncertainty_score":0.02702957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1006837650545326,"score_gpt":0.5557175726172476,"score_spread":0.4550338075627151,"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."}}