{"id":"W2407115310","doi":"10.5694/j.1326-5377.2000.tb123866.x","title":"Allies or enemies? Evidence‐based medicine and consumer choice","year":2000,"lang":"en","type":"letter","venue":"The Medical Journal of Australia","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cochrane","funders":"","keywords":"Business; Psychology; Traditional medicine; Medicine","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":[0.002363282,0.0004105548,0.001105608,0.0002771776,0.0006650995,0.0000165459,0.001916205,0.001529728,0.02198101],"category_scores_gemma":[0.01147736,0.0002042911,0.0001460351,0.0002819394,0.001495004,0.0001954691,0.0001972875,0.01206417,0.0001660049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002508397,"about_ca_system_score_gemma":0.00234545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001420365,"about_ca_topic_score_gemma":0.0001662241,"domain_scores_codex":[0.9895097,0.004577674,0.002449922,0.0002706274,0.002445503,0.0007465771],"domain_scores_gemma":[0.9729061,0.02270357,0.002107415,0.001015457,0.0007226649,0.0005447724],"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":[0.0002409375,0.00001519958,0.002167269,0.00115636,0.0001146261,0.0003066683,0.001783483,7.88337e-7,0.000003094376,0.00001091892,0.9924262,0.001774491],"study_design_scores_gemma":[0.001361384,0.0003911488,0.002569566,0.02034986,0.0002973719,0.0001944733,0.0008813197,0.00001562112,0.000002383438,0.0002464048,0.9734826,0.0002078316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00349452,0.01836499,0.00001249803,0.9750865,0.002148481,0.0006614152,0.00002414575,0.0000293248,0.0001781461],"genre_scores_gemma":[0.01547853,0.01882835,0.0003975514,0.9430683,0.01271691,0.00007555578,0.00004090894,0.00007603696,0.009317909],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03201823,"threshold_uncertainty_score":0.9997665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5924014901066563,"score_gpt":0.5279460679162359,"score_spread":0.06445542219042044,"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."}}