{"id":"W7135085816","doi":"10.4187/respcare.05501384a","title":"Monitoring of Respiration and Circulation","year":2005,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital","funders":"","keywords":"","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":[0.0004155855,0.0005958754,0.0006550948,0.001012434,0.0002873909,0.0009379204,0.0003819304,0.0008312406,0.002125384],"category_scores_gemma":[0.001737847,0.0001534912,0.0002916293,0.0004362462,0.0002441974,0.0004425168,0.0004972412,0.0007844521,0.0008326838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002326396,"about_ca_system_score_gemma":0.0002980056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009764285,"about_ca_topic_score_gemma":0.0006507505,"domain_scores_codex":[0.999301,0.0001874887,0.00004164617,0.0001637312,0.0002581202,0.00004791434],"domain_scores_gemma":[0.9993475,0.0002503507,0.00009309275,0.00006273935,0.0001481259,0.00009826705],"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":[0.002407088,0.0002415803,0.1078629,0.0008219781,0.0003597594,0.001458224,0.0006097885,0.001112022,0.3917331,0.002053966,0.01266196,0.4786776],"study_design_scores_gemma":[0.0003524763,0.003822533,0.6170437,0.0005879065,0.0005481819,0.02124462,0.0004586976,0.01867124,0.264022,0.004033678,0.0690449,0.0001701272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6546785,0.03316155,0.2035484,0.003327978,0.002139495,0.0009273473,0.006879142,0.004909109,0.09042853],"genre_scores_gemma":[0.9524609,0.005658184,0.02527921,0.001372744,0.001191477,0.0002776214,0.0009297796,0.0001834794,0.0126466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002125384,"threshold_uncertainty_score":0.007110119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03314477476057442,"score_gpt":0.3041952281251628,"score_spread":0.2710504533645884,"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."}}