{"id":"W3198146093","doi":"10.3233/bd-201028","title":"Breast cancer screening literacy information on online platforms: A content analysis of YouTube videos","year":2021,"lang":"en","type":"article","venue":"Breast Disease","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baker Hughes (Canada); University of Calgary","funders":"","keywords":"Health literacy; Content analysis; Literacy; Population; Breast cancer screening; Breast cancer; Cancer screening; Social media","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":[0.003733733,0.0002169396,0.0004504498,0.01222719,0.0005841302,0.001076581,0.0003462579,0.0003746808,0.001226555],"category_scores_gemma":[0.02743107,0.0001701308,0.0006297547,0.007253591,0.0004362304,0.001547244,0.001299701,0.0003130501,0.0001947351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001618277,"about_ca_system_score_gemma":0.001136284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01282858,"about_ca_topic_score_gemma":0.02107919,"domain_scores_codex":[0.9980239,0.000624628,0.0003854469,0.0001337785,0.0006293181,0.0002029396],"domain_scores_gemma":[0.9774188,0.01220051,0.004285083,0.000235202,0.005292913,0.0005675337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004289831,0.0001915204,0.8877805,0.002426988,0.0002059652,0.0008869269,0.03045478,0.0001678428,0.001672901,0.0003096826,0.003092537,0.07238133],"study_design_scores_gemma":[0.000008978602,0.00009843801,0.9760438,0.0005587551,0.00009051565,0.0003068331,0.01898219,0.0009429384,0.0002913116,0.00007438694,0.002579866,0.00002201587],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992361,0.0006874495,0.0004741577,0.000221693,0.00001449647,0.0006814145,0.0037902,0.00001169841,0.001757922],"genre_scores_gemma":[0.9906693,0.001080242,0.001959867,0.00009090665,0.00002928798,0.0008412652,0.00469903,0.0000148077,0.0006153443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01282858,"threshold_uncertainty_score":0.02550781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07903072017168014,"score_gpt":0.4376100260388552,"score_spread":0.3585793058671751,"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."}}