{"id":"W4214607626","doi":"10.1111/aor.14221","title":"Diaphragm pacing in spinal cord injury can significantly decrease mechanical ventilation in multicenter prospective evaluation","year":2022,"lang":"en","type":"review","venue":"Artificial Organs","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Prospective cohort study; Mechanical ventilation; Spinal cord injury; Anesthesia; Diaphragm (acoustics); Tidal volume; Ventilation (architecture); Lead (geology); Spinal cord; Internal medicine; Respiratory system","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002276269,0.0004024187,0.001288361,0.001057997,0.000114698,0.00004974971,0.0002203368,0.0002632491,0.001944735],"category_scores_gemma":[0.002643267,0.0003930409,0.0002702835,0.001935538,0.00006563315,0.0001138386,0.0001610016,0.001462981,0.00009720222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002907875,"about_ca_system_score_gemma":0.002107494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006164197,"about_ca_topic_score_gemma":0.002001154,"domain_scores_codex":[0.9952613,0.0008775467,0.001173211,0.000858943,0.001252293,0.0005767604],"domain_scores_gemma":[0.9985853,0.0001823815,0.0003044633,0.0004955823,0.0001716006,0.0002607125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005777895,0.0006695034,0.001218468,0.001802314,0.00006284604,0.0002623643,0.0001149075,8.162488e-7,0.0004250807,0.0001635633,0.00003038365,0.9894719],"study_design_scores_gemma":[0.01343248,0.06655775,0.08880413,0.08711725,0.01357033,0.0005856237,0.007103334,0.005407341,0.009123472,0.004598572,0.6956439,0.008055802],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2091185,0.7622263,0.0001389686,0.0005440271,0.00182129,0.02493629,0.0002774457,0.0002226855,0.0007145652],"genre_scores_gemma":[0.5983071,0.3981482,0.0001968807,0.0001017986,0.0004974111,0.001821252,0.0006741831,0.0001883828,0.00006473852],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.981416,"threshold_uncertainty_score":0.9998521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1679287874950708,"score_gpt":0.4704749987656192,"score_spread":0.3025462112705483,"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."}}