{"id":"W6920875411","doi":"10.6084/m9.figshare.26657116.v1","title":"Additional file 1 of Individual response in patient’s effort and driving pressure to variations in assistance during pressure support ventilation","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Pressure sensor; Data acquisition; Ventilation (architecture); Pressure support ventilation","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001750933,0.001009611,0.001217296,0.001592954,0.000818543,0.001402995,0.001460489,0.001126645,0.8854773],"category_scores_gemma":[0.04206054,0.0004612158,0.0008589083,0.002220145,0.0002204316,0.001224975,0.0009136704,0.0009179206,0.1498867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009317407,"about_ca_system_score_gemma":0.001813406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008008959,"about_ca_topic_score_gemma":0.01145772,"domain_scores_codex":[0.9990922,0.0001785763,0.0002091324,0.0002257281,0.0001852759,0.0001089742],"domain_scores_gemma":[0.9659342,0.02711847,0.001615761,0.001316786,0.003541611,0.0004731414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006535793,0.0001329036,0.002947106,0.002536764,0.00005485379,0.00007319138,0.00007701146,0.0004759005,0.00007110898,0.0005480837,0.9772407,0.01518874],"study_design_scores_gemma":[0.01050653,0.0008513281,0.06727065,0.008710145,0.0003838466,0.001122141,0.0008499238,0.00423172,0.001164126,0.01715831,0.8874546,0.0002966858],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0003102132,0.00002039733,0.0003483583,0.0001110997,0.00002908502,0.0001617861,0.9975211,0.0002262724,0.001271597],"genre_scores_gemma":[0.02487401,0.0002647329,0.007307147,0.001305723,0.0002871306,0.006392128,0.9358547,0.00142262,0.02229177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8854773,"threshold_uncertainty_score":0.1633527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01730228790703967,"score_gpt":0.2554969468940527,"score_spread":0.238194658987013,"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."}}