{"id":"W2063101882","doi":"10.1002/ppul.20776","title":"Prolonged, documented home‐monitoring of oxygenation in infants and children","year":2008,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; ALARM; Pulse oximetry; Cardiorespiratory fitness; Population; False alarm; Oxygen saturation; Emergency medicine; Cohort; Medical emergency; Pediatrics; Anesthesia; Internal medicine; Statistics","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":[0.0005995532,0.0002774473,0.0003867804,0.0005401462,0.0002422883,0.0004507029,0.0003005161,0.0004703189,0.0007414497],"category_scores_gemma":[0.00401201,0.0001450751,0.0002611659,0.0005723384,0.0005126733,0.0004466893,0.0004160734,0.0004800743,0.0001421519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003509379,"about_ca_system_score_gemma":0.0003883363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002856287,"about_ca_topic_score_gemma":0.002259692,"domain_scores_codex":[0.999464,0.0001205872,0.00007986008,0.00009497016,0.0001362114,0.0001044749],"domain_scores_gemma":[0.9977885,0.0004295525,0.001305876,0.00006725521,0.000171653,0.0002370743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007611942,0.00001067969,0.9963776,0.00003418596,0.000009402044,0.0007678806,0.00008787367,0.00003508491,0.0003381329,0.00001306739,0.00006923335,0.00218058],"study_design_scores_gemma":[0.000003512011,0.0002493204,0.9939346,0.0000338692,0.00001543648,0.005019011,0.0001765276,0.00009027412,0.0002111945,0.00001658924,0.0002463495,0.000003344422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985493,0.0008109708,0.0001537709,0.0000373048,0.000007562699,0.00001232687,0.0001891311,0.000005199551,0.0002343979],"genre_scores_gemma":[0.9989041,0.0005717271,0.0001858185,0.0000277744,0.00001457848,0.00001800588,0.0002148641,0.000002300883,0.00006087188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002856287,"threshold_uncertainty_score":0.005679369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01970904812537897,"score_gpt":0.2816009473750546,"score_spread":0.2618918992496756,"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."}}