{"id":"W6977033987","doi":"10.6084/m9.figshare.20727788.v1","title":"Additional file 1 of Strategies for lung- and diaphragm-protective ventilation in acute hypoxemic respiratory failure: a physiological trial","year":2022,"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; University of Toronto; University Health Network","funders":"","keywords":"Ventilation (architecture); Respiratory system; Mechanical ventilation; Hypoxia (environmental)","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":[0.002118609,0.00124337,0.00174675,0.0007016202,0.0007805107,0.001423511,0.001455413,0.001355551,0.8224891],"category_scores_gemma":[0.02712772,0.0004919926,0.001614302,0.00136248,0.0002366572,0.001522455,0.0006641403,0.001433327,0.07544143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009736106,"about_ca_system_score_gemma":0.001805794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002755436,"about_ca_topic_score_gemma":0.004436995,"domain_scores_codex":[0.9992398,0.0002724176,0.0001235189,0.0001533574,0.0001093203,0.0001015913],"domain_scores_gemma":[0.9830398,0.01346161,0.001089643,0.0007872935,0.001140788,0.0004808183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.01118274,0.0006000088,0.001493198,0.01369561,0.0004305848,0.00007570491,0.0000625154,0.0006070691,0.0001519011,0.001587164,0.9411519,0.02896167],"study_design_scores_gemma":[0.273355,0.006762653,0.04046319,0.02280146,0.003616668,0.0009421249,0.0003631214,0.00509112,0.001581639,0.02607185,0.6186458,0.0003053762],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.001089182,0.0003908257,0.0007365428,0.0006070619,0.0001412143,0.002307871,0.9883193,0.0003284913,0.006079452],"genre_scores_gemma":[0.09300319,0.002508729,0.01756259,0.006836563,0.001453372,0.08101212,0.7153634,0.001734465,0.08052558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8224891,"threshold_uncertainty_score":0.2531976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05127386729868871,"score_gpt":0.2902914091466495,"score_spread":0.2390175418479608,"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."}}