{"id":"W2086431088","doi":"10.1371/journal.pmed.0030303","title":"Correction: Advertising in Medical Journals: Should Current Practices Change?","year":2006,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Current (fluid); MEDLINE; Data science; Medicine; Computer science; Political science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002909559,0.0001029238,0.0002509118,0.0002441938,0.0003344392,0.00002319751,0.0002135083,0.0001736331,0.001830248],"category_scores_gemma":[0.04269338,0.00009161385,0.00002430231,0.000921897,0.0003170093,0.0003811649,0.00001860817,0.0006477861,0.00003867889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004562078,"about_ca_system_score_gemma":0.0006108289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04135382,"about_ca_topic_score_gemma":0.02861226,"domain_scores_codex":[0.9965956,0.0005319975,0.0005025144,0.0002183215,0.001734955,0.0004166061],"domain_scores_gemma":[0.9955333,0.003365315,0.0004948509,0.0001126204,0.0001917644,0.0003021658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002921296,0.0005836723,0.4376013,0.0001006366,0.000009696272,0.00003225698,0.06572247,8.72117e-7,0.00002915559,0.001191401,0.04005961,0.4546397],"study_design_scores_gemma":[0.0009924584,0.0001158334,0.3956594,0.003652143,0.00006498484,0.00001277275,0.01698797,0.0005480222,0.00003204078,0.001878882,0.5797907,0.000264836],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3869537,0.03885973,0.00008854456,0.4405614,0.08906645,0.002316998,0.000001082212,0.0002623497,0.04188975],"genre_scores_gemma":[0.9518088,0.007099712,0.00006221671,0.001277587,0.03906804,0.0005149592,0.0000090495,0.0000196044,0.0001400084],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5648551,"threshold_uncertainty_score":0.9990822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4305008458381351,"score_gpt":0.5352791038266967,"score_spread":0.1047782579885617,"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."}}