{"id":"W4321793442","doi":"10.1016/j.clbc.2023.02.011","title":"Characteristics Assessment of Online YouTube Videos on Radiotherapy for Breast Cancer","year":2023,"lang":"en","type":"review","venue":"Clinical Breast Cancer","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"Canadian Association of Radiation Oncology","keywords":"Medicine; Breast cancer; Radiation therapy; Cancer; Medical physics; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001487233,0.0003626269,0.001212356,0.003198974,0.00030493,0.000845245,0.0004638305,0.0004981789,0.008939484],"category_scores_gemma":[0.01042843,0.0001938507,0.00208479,0.004838202,0.0001779303,0.001026553,0.0006264019,0.0005942238,0.0005124831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001020369,"about_ca_system_score_gemma":0.002287888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01801116,"about_ca_topic_score_gemma":0.07631864,"domain_scores_codex":[0.9989423,0.0002969907,0.0002883547,0.00008801302,0.0003130658,0.0000712707],"domain_scores_gemma":[0.9951527,0.002942236,0.00108018,0.00004118713,0.0006782394,0.0001055021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001087635,0.0004050479,0.06755848,0.2940789,0.008398469,0.0003440626,0.001683666,0.0001653929,0.0004018601,0.0004793022,0.01840873,0.6069885],"study_design_scores_gemma":[0.001017762,0.001494952,0.4741388,0.3189648,0.04084187,0.001625562,0.006275569,0.0005465806,0.0006269948,0.0006963674,0.1535689,0.0002019536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05558837,0.9277722,0.0002882449,0.0009282588,0.0002337652,0.001056528,0.007209688,0.00001820925,0.00690468],"genre_scores_gemma":[0.1781046,0.811502,0.001235681,0.001361432,0.0001891515,0.001100737,0.003765584,0.00001517557,0.00272578],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01801116,"threshold_uncertainty_score":0.03581262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3010406309654383,"score_gpt":0.6468970359415411,"score_spread":0.3458564049761029,"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."}}