{"id":"W4294025534","doi":"10.3899/jrheum.220735","title":"Dr. Putman et al reply","year":2022,"lang":"fr","type":"letter","venue":"The Journal of Rheumatology","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Medicine; Publishing; Library science; Join (topology); Medical education; Computer science; Law; Political science; Combinatorics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003169341,0.0007620832,0.001275596,0.0009033994,0.003389634,0.00369018,0.001779117,0.03365993,0.01113351],"category_scores_gemma":[0.03323425,0.0006505842,0.0009572151,0.0007102746,0.002794797,0.003487663,0.001131171,0.0297825,0.009346208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002665575,"about_ca_system_score_gemma":0.003223696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002627317,"about_ca_topic_score_gemma":0.002548287,"domain_scores_codex":[0.9977525,0.0007695836,0.0002586396,0.0003151622,0.0005617339,0.0003422786],"domain_scores_gemma":[0.9911078,0.00427447,0.0005664586,0.0003868781,0.002503788,0.001160588],"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":[0.00002892956,0.000009338331,0.0003741937,0.00003437627,0.000008918621,0.001621161,0.00008441875,0.00001670684,0.00004666512,0.0007325208,0.9945169,0.00252592],"study_design_scores_gemma":[0.0001585688,0.00006219245,0.001238583,0.0005763271,0.00005329753,0.01233382,0.0007753244,0.0002943954,0.0004112248,0.007454139,0.9765483,0.00009401103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004594019,0.001722575,0.000062028,0.9390305,0.05578649,0.00001037779,0.00004237468,0.00005863493,0.002827595],"genre_scores_gemma":[0.008014552,0.001531424,0.0001426587,0.898961,0.08570526,0.00003618156,0.00003123874,0.0000389408,0.005538789],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03365993,"threshold_uncertainty_score":0.03724533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02034025939532937,"score_gpt":0.3296269236084575,"score_spread":0.3092866642131282,"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."}}