{"id":"W4309243187","doi":"10.1164/rccm.202211-2032le","title":"Reply to Tobin","year":2022,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada); University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008127249,0.001544336,0.003182167,0.001595146,0.01481231,0.01136107,0.004302611,0.1422865,0.01667342],"category_scores_gemma":[0.05279784,0.002108585,0.002167201,0.001487895,0.006256171,0.006281818,0.005619892,0.09906454,0.01257521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01081278,"about_ca_system_score_gemma":0.01354304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01872934,"about_ca_topic_score_gemma":0.02744748,"domain_scores_codex":[0.9919181,0.001685083,0.0007246093,0.001678992,0.001868643,0.002124561],"domain_scores_gemma":[0.982101,0.009091536,0.00131843,0.0006630297,0.002814324,0.004011596],"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":[0.00002832541,0.000009337879,0.0002255865,0.00003210118,0.00001609517,0.0008803125,0.0002874099,0.000024704,0.00005987677,0.00180064,0.995225,0.001410679],"study_design_scores_gemma":[0.00008414921,0.00003679777,0.0009424044,0.0004769858,0.00005644211,0.001330748,0.001432291,0.0002219429,0.0001854317,0.007623106,0.9875067,0.0001030375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001777454,0.001259312,0.00004899559,0.9633937,0.03241602,0.00001261893,0.00002943619,0.00002042857,0.002641724],"genre_scores_gemma":[0.001050852,0.0002528238,0.00003683597,0.9844909,0.009117059,0.00001927086,0.000006467192,0.00001508283,0.005010642],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1422865,"threshold_uncertainty_score":0.07845253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02577861148244151,"score_gpt":0.3223192345429051,"score_spread":0.2965406230604636,"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."}}