{"id":"W3141780791","doi":"10.7556/jaoa.2014.146","title":"Wikipedia vs Peer-Reviewed Medical Literature for Information About the 10 Most Costly Medical Conditions–I","year":2014,"lang":"en","type":"letter","venue":"Journal of Osteopathic Medicine","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Medical information; MEDLINE; Psychology; Medicine; Family medicine; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01926663,0.0003314978,0.0009022208,0.000417558,0.0007288697,0.0002614114,0.001347442,0.001820116,0.005548715],"category_scores_gemma":[0.06973736,0.0001974611,0.000237771,0.0009723479,0.0009852649,0.000670641,0.00003824221,0.003636229,0.00009035521],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002654341,"about_ca_system_score_gemma":0.006071643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000477455,"about_ca_topic_score_gemma":0.0001053741,"domain_scores_codex":[0.9887263,0.001522705,0.002028633,0.0001978775,0.007076696,0.0004477981],"domain_scores_gemma":[0.9863511,0.003116782,0.002412825,0.0003925118,0.007210982,0.0005158485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004326618,0.00001985514,0.00001718266,0.0002735173,0.0000421666,0.0000388123,0.01038943,4.002608e-7,4.481055e-7,0.002408505,0.9777144,0.009052085],"study_design_scores_gemma":[0.001321143,0.000392659,0.00006828459,0.003703873,0.0002281953,0.0002345813,0.001886304,0.00004866642,7.124994e-7,0.0009887222,0.990944,0.0001828378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00008947843,0.003163879,0.0008201777,0.974367,0.009803596,0.0007911905,0.00005328363,0.00002808475,0.01088334],"genre_scores_gemma":[0.002043876,0.003829936,0.0001068259,0.9130842,0.07077301,0.00009371353,0.001159496,0.00003021752,0.008878737],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06128279,"threshold_uncertainty_score":0.999563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02498226102263329,"score_gpt":0.3702140018740327,"score_spread":0.3452317408513994,"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."}}