{"id":"W4321253250","doi":"10.7759/cureus.35093","title":"Polycystic Ovary Syndrome and Exercise: Evaluation of YouTube Videos","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Polycystic ovary; Population; Trainer; Layperson; Family medicine; Internal medicine; Obesity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008292889,0.0001836485,0.0001886256,0.002905606,0.0002780962,0.0005288339,0.000157338,0.0002264585,0.001970459],"category_scores_gemma":[0.009715796,0.00005123487,0.0002537987,0.001833481,0.0001307335,0.0005934943,0.000571326,0.0001556804,0.0002299584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003916395,"about_ca_system_score_gemma":0.000237994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006193885,"about_ca_topic_score_gemma":0.01065531,"domain_scores_codex":[0.9993047,0.0002197771,0.0001388552,0.00006593469,0.0002136211,0.00005712139],"domain_scores_gemma":[0.9953316,0.001969425,0.001302483,0.00006892579,0.0009893037,0.0003382596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004023165,0.0001353747,0.9397436,0.0004757624,0.0001095608,0.0006865779,0.001997931,0.0002413452,0.001120272,0.0001047804,0.002300526,0.05268187],"study_design_scores_gemma":[0.000009066876,0.0001646133,0.9933646,0.0001014278,0.00004002836,0.000746756,0.002386411,0.001138889,0.0003498931,0.00004072011,0.001645824,0.00001200901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918926,0.0008758433,0.0002985932,0.0001576149,0.00002923875,0.0002117472,0.003127303,0.000020738,0.003386418],"genre_scores_gemma":[0.9928307,0.0008259314,0.001190591,0.00004830103,0.000038977,0.0001469957,0.003782515,0.000009371819,0.001126641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006193885,"threshold_uncertainty_score":0.01231563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1178166648589842,"score_gpt":0.4714120578069037,"score_spread":0.3535953929479195,"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."}}