{"id":"W3158371823","doi":"10.1213/ane.0000000000005562","title":"The Evaluation of a Noninvasive Respiratory Volume Monitor in Mechanically Ventilated Neonates and Infants","year":2021,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Blackberry (Canada)","funders":"","keywords":"Respiratory system; Tidal volume; Mechanical ventilation; Calibration; Cohort; Artificial ventilation; Prospective cohort study","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":[0.004662349,0.00045426,0.0006840011,0.0004081748,0.0001620339,0.000623334,0.0004673957,0.0004436114,0.0003201087],"category_scores_gemma":[0.02065086,0.0001317449,0.0001839078,0.0002290418,0.0003684189,0.0004476571,0.0005249222,0.0004715603,0.0001321601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003506037,"about_ca_system_score_gemma":0.0005330403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005059784,"about_ca_topic_score_gemma":0.0004058383,"domain_scores_codex":[0.9948699,0.002797399,0.0004058852,0.000380008,0.001448244,0.00009861848],"domain_scores_gemma":[0.9944601,0.003277077,0.001147853,0.0001996046,0.000728423,0.0001869527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002555692,0.0001130706,0.8473606,0.0005361621,0.0001142888,0.001217745,0.000821807,0.001954453,0.02442639,0.0001865455,0.0004316009,0.1202815],"study_design_scores_gemma":[0.0001514857,0.006533568,0.9311121,0.0002379215,0.0001855458,0.01121366,0.0006186781,0.01583735,0.03082131,0.0002355011,0.002995567,0.00005736687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888629,0.002550293,0.007444018,0.0001215383,0.00003234759,0.00008261517,0.0001142169,0.0000570893,0.0007351572],"genre_scores_gemma":[0.9915177,0.0004347513,0.007663323,0.00006574997,0.00002973472,0.0001125417,0.0000824543,0.00001150647,0.00008211492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004662349,"threshold_uncertainty_score":0.02465713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05022969991671934,"score_gpt":0.3666838589195875,"score_spread":0.3164541590028682,"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."}}