{"id":"W4306158117","doi":"10.1002/ppul.26208","title":"Counting: An imprecise reference standard for respiratory rate measurement","year":2022,"lang":"en","type":"letter","venue":"Pediatric Pulmonology","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Columbia university; University hospital; Library science; Medicine; Conceptualization; Family medicine; Media studies; Sociology","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":[0.02207608,0.0009725374,0.001725918,0.001378658,0.002331739,0.003573639,0.002738176,0.0237968,0.001338316],"category_scores_gemma":[0.09873611,0.0008443266,0.001028102,0.001231843,0.004626282,0.002301503,0.001760426,0.02471246,0.003402014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004839973,"about_ca_system_score_gemma":0.003136939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005497134,"about_ca_topic_score_gemma":0.006291693,"domain_scores_codex":[0.9513149,0.02022599,0.006941863,0.003514143,0.01698704,0.001016092],"domain_scores_gemma":[0.9156693,0.05969536,0.00494943,0.003215684,0.01479457,0.001675509],"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":[0.0002822794,0.00009767061,0.0122556,0.0002802841,0.00006258464,0.007750858,0.001347705,0.0006719097,0.003506171,0.01327512,0.8424603,0.1180096],"study_design_scores_gemma":[0.0001454184,0.0005112265,0.0106713,0.001328911,0.0001601165,0.02518959,0.001007628,0.006763054,0.008802534,0.02835533,0.9168486,0.0002163211],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004442597,0.005196387,0.03592705,0.9097407,0.03151552,0.00009657373,0.0002597226,0.0008672939,0.01195412],"genre_scores_gemma":[0.05210191,0.002156812,0.04873358,0.8432118,0.04258478,0.0003300127,0.0002634239,0.0005119825,0.01010563],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0237968,"threshold_uncertainty_score":0.1167509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08524092941916699,"score_gpt":0.3202558067766093,"score_spread":0.2350148773574423,"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."}}