{"id":"W2970354288","doi":"10.2196/12536","title":"Complementary and Alternative Medicine in Patients With Breast Cancer: Exploratory Study of Social Network Forum Data","year":2019,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut National Du Cancer; Direction Générale de l’offre de Soins; Institut National de la Santé et de la Recherche Médicale","keywords":"Psychological intervention; Breast cancer; Social media; Medicine; Alternative medicine; Health care; Family medicine; Integrative medicine; Quality of life (healthcare); Exploratory research; MEDLINE; Cancer; Nursing; Internal medicine; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001335353,0.0001900909,0.0005660241,0.00009135721,0.00006790784,0.00000248713,0.0001669898,0.000008691904,0.0008960723],"category_scores_gemma":[0.00000246305,0.0001290461,0.00001296048,0.0002252966,0.0001494925,0.0001569548,0.0003364286,0.0001601794,9.17201e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001056137,"about_ca_system_score_gemma":0.0000487779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003528696,"about_ca_topic_score_gemma":0.0074878,"domain_scores_codex":[0.9985015,0.00005830583,0.0003326716,0.0003917199,0.0004527015,0.000263077],"domain_scores_gemma":[0.9992911,0.00005289246,0.0001866308,0.000275836,0.0001344489,0.00005906203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001437081,0.0004672166,0.9791067,0.00009347942,0.000450211,0.000007065129,0.00607607,0.00002733423,0.000006708521,0.00002476641,0.006468892,0.005834495],"study_design_scores_gemma":[0.01757059,0.002253494,0.9579009,0.0004839761,0.0001341197,7.627323e-7,0.01805636,0.00009602446,0.00000209324,0.00001503784,0.003360134,0.0001265186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949785,0.0004155554,0.000003566412,0.001939882,0.000302976,0.001782567,0.0004098329,0.00001015274,0.0001569555],"genre_scores_gemma":[0.9984235,0.00008507536,0.00001655712,0.000477438,0.000615811,0.0001579851,0.0001609836,0.00001840955,0.00004431274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02120579,"threshold_uncertainty_score":0.9811364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.045977328114778,"score_gpt":0.363607853418741,"score_spread":0.317630525303963,"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."}}