{"id":"W4362601609","doi":"10.2196/42782","title":"Susceptibility to Breast Cancer Misinformation Among Chinese Patients: Cross-sectional Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Breast cancer; Health literacy; Medicine; Family medicine; Cancer; Health care; Internal medicine","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":[0.0008296742,0.0002713147,0.0003477384,0.0007331811,0.001016163,0.0004985936,0.0002692955,0.0005586556,0.001885412],"category_scores_gemma":[0.002101362,0.0003189481,0.0004536581,0.0009041706,0.0003487499,0.0005323861,0.0005019541,0.0005296347,0.0002515849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004895297,"about_ca_system_score_gemma":0.000690738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01061352,"about_ca_topic_score_gemma":0.01063799,"domain_scores_codex":[0.9995377,0.00008937821,0.00006851381,0.00009020221,0.000120101,0.00009407479],"domain_scores_gemma":[0.9988819,0.0001812257,0.0004724239,0.00009210716,0.0001583664,0.0002140804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004166536,0.00008785792,0.9984542,0.00001506279,0.00002388282,0.00006816479,0.0005269125,0.000008769481,0.00009895197,0.00001385178,0.00007863517,0.0005820313],"study_design_scores_gemma":[0.00001015964,0.0001803539,0.9982978,0.00000889677,0.00003678813,0.000201377,0.0009106126,0.00008766029,0.00004218423,0.00001963149,0.0001988896,0.000005736385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993747,0.00007820099,0.00002292762,0.00005678381,0.000003416728,0.00002533457,0.0001315269,9.313595e-7,0.0003062075],"genre_scores_gemma":[0.9994772,0.00007644781,0.00005102994,0.0001010187,0.000007913699,0.00002438337,0.0001295543,5.683948e-7,0.0001319108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01061352,"threshold_uncertainty_score":0.0211035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07472261944786299,"score_gpt":0.5007161300881047,"score_spread":0.4259935106402417,"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."}}