{"id":"W4206985136","doi":"10.4187/respcare.09802","title":"In Reply to Mancilla-Galindo et al","year":2022,"lang":"fr","type":"letter","venue":"Respiratory Care","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Chinese Hospital","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology","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","metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.1005348,0.001113367,0.007856385,0.001810483,0.0003258526,0.00132822,0.004955494,0.0004767974,0.1715355],"category_scores_gemma":[0.02339503,0.0007355014,0.004414547,0.003728097,0.00009937427,0.0003431619,0.001149975,0.002500723,0.02842832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001113288,"about_ca_system_score_gemma":0.001093001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001567945,"about_ca_topic_score_gemma":0.0003586765,"domain_scores_codex":[0.9183118,0.04599468,0.01637085,0.004147109,0.01411118,0.00106435],"domain_scores_gemma":[0.9785432,0.003928574,0.005221217,0.01021058,0.001675746,0.0004207058],"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":[0.00001488522,0.00002305897,0.003272665,0.0003251198,0.0001370981,0.001217197,0.002622614,0.0003898789,0.00006104004,0.0002582324,0.9835826,0.008095623],"study_design_scores_gemma":[0.0002783291,0.0002150376,0.0006442029,0.0002177533,0.0001868809,0.00002218989,0.00234247,0.0000140193,0.00002519632,0.0001043634,0.9952139,0.0007356888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01570504,0.04133647,0.0003250967,0.8699896,0.007539719,0.004506201,0.0009866147,0.00002008064,0.05959122],"genre_scores_gemma":[0.0008428849,0.00004655909,0.000737128,0.9440106,0.0009281878,0.0005323335,0.00007944871,0.00009094745,0.05273189],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1431072,"threshold_uncertainty_score":0.9998006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5886471179162805,"score_gpt":0.5099545685924551,"score_spread":0.07869254932382541,"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."}}