{"id":"W2409911397","doi":"","title":"Evaluation of a portable oxygen concentrator to provide fresh gas flow to dogs undergoing anesthesia.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Anesthesia; Hypercarbia; Anesthetic; Hypothermia","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":[],"consensus_categories":[],"category_scores_codex":[0.001211378,0.0001280326,0.0002651108,0.00009845374,0.0000347198,0.00001108735,0.00009966939,0.00005517674,0.0002017965],"category_scores_gemma":[0.001004688,0.00008664669,0.00005761579,0.0002232635,0.00002835899,0.0001127512,0.00001877527,0.00003532954,0.00009097308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002227628,"about_ca_system_score_gemma":0.0002887606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004305214,"about_ca_topic_score_gemma":0.00005288412,"domain_scores_codex":[0.9981523,0.0001182356,0.0002781647,0.0002831427,0.0007838228,0.0003843064],"domain_scores_gemma":[0.9987479,0.00008886377,0.00008585355,0.0002941499,0.0004201061,0.0003631042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009401078,0.0004476553,0.2776507,0.0001548636,0.0003196329,0.000157506,0.001712292,0.00008260959,0.01651365,0.0004765963,0.03192237,0.669622],"study_design_scores_gemma":[0.003183649,0.0002517714,0.938769,0.0001809407,0.0003663737,0.0000585796,0.0001978857,0.0001300105,0.02790883,0.0003101116,0.02841488,0.0002279517],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857964,0.00008038514,0.0008914002,0.008788326,0.00004296975,0.002769037,0.000003589733,0.00003783109,0.001590083],"genre_scores_gemma":[0.9946908,0.00000766212,0.0007284317,0.001844038,0.0001019312,0.001135452,0.000006104732,0.00002257613,0.001463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6693941,"threshold_uncertainty_score":0.353335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04856197406556709,"score_gpt":0.2745029027574548,"score_spread":0.2259409286918877,"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."}}