{"id":"W1547874068","doi":"","title":"Should Patients, Medical Students and Health Care Professionals Use Wikipedia?","year":2012,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Health professionals; Medicine; Health care; Nursing; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006629386,0.000136914,0.0003594365,0.0001316741,0.0005966186,0.00004357789,0.000511648,0.0002647931,0.002687576],"category_scores_gemma":[0.008626195,0.00009255307,0.0000433457,0.0003087404,0.0008443807,0.0004253785,0.0001000326,0.0006682924,0.000008714517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000205316,"about_ca_system_score_gemma":0.002080657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005523145,"about_ca_topic_score_gemma":0.0004272123,"domain_scores_codex":[0.9906238,0.0006424607,0.0007264812,0.000150239,0.007395429,0.0004616402],"domain_scores_gemma":[0.9963837,0.0002775653,0.0003854954,0.000103989,0.0006646407,0.002184612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002329413,0.0005415861,0.466254,0.0000388012,0.00003113864,0.000003279066,0.09353682,4.308812e-8,4.377445e-7,0.001973062,0.3567,0.08089748],"study_design_scores_gemma":[0.003129163,0.0003031042,0.4594694,0.0008994268,0.00003627245,0.00001991912,0.1086766,0.000003447543,0.000003226982,0.0000941633,0.4271992,0.0001661463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.679962,0.002791136,0.0002027161,0.3100446,0.004927894,0.0004406913,0.00001471765,0.00003584406,0.001580443],"genre_scores_gemma":[0.9780418,0.001184897,0.0003251475,0.01564363,0.004179765,0.000008772737,0.00006822494,0.00001176713,0.0005360231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2980798,"threshold_uncertainty_score":0.9997246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1006803583902942,"score_gpt":0.4958705469182482,"score_spread":0.395190188527954,"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."}}