{"id":"W4239234020","doi":"10.1093/aje/kwx276","title":"THREE AUTHORS REPLY","year":2017,"lang":"en","type":"letter","venue":"American Journal of Epidemiology","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":true,"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","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0270687,0.0003892133,0.003139408,0.0005681611,0.001071706,0.000006867394,0.001717723,0.00119613,0.0008458262],"category_scores_gemma":[0.06112407,0.0002791337,0.0005214444,0.000156288,0.001486393,0.00009633814,0.000247612,0.01979121,0.0007730534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004402952,"about_ca_system_score_gemma":0.003716456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004859878,"about_ca_topic_score_gemma":0.00009230823,"domain_scores_codex":[0.9831064,0.01025973,0.003339921,0.0005109269,0.0004512622,0.002331793],"domain_scores_gemma":[0.9567893,0.03076909,0.009451091,0.001435865,0.0008334999,0.0007211344],"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":[0.0001182136,0.000008097587,0.06300201,0.000202247,0.0001181267,0.0008237059,0.0001417348,0.000001129687,7.330383e-7,0.00009310598,0.9082246,0.02726624],"study_design_scores_gemma":[0.0003479559,0.001134287,0.01250143,0.0006701827,0.00005271929,0.0001920917,0.00008713987,0.00001552481,1.033113e-7,0.009733858,0.9750503,0.0002144569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001484018,0.001009225,0.00287488,0.9844595,0.004490678,0.0003867645,0.0000310787,0.00002664902,0.005237164],"genre_scores_gemma":[0.0006992643,0.0009400592,0.004420068,0.9607551,0.0285398,0.00003139956,0.00003413555,0.00009367803,0.004486506],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0668256,"threshold_uncertainty_score":0.9999661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1949459344974482,"score_gpt":0.5365311598404877,"score_spread":0.3415852253430395,"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."}}