{"id":"W1993756093","doi":"10.1378/chest.120.1.318","title":"Home Oxygen Requalification","year":2001,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Oxygen therapy; Chronic bronchitis; Intensive care medicine; Hypoxia (environmental); Bronchitis; Oxygen delivery; Lung disease; Physical therapy; Internal medicine; Lung; Oxygen","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":[0.0005101001,0.000637327,0.0009326391,0.0005096056,0.002713573,0.001665818,0.001361928,0.02641287,0.009995105],"category_scores_gemma":[0.005001928,0.0003489494,0.001424086,0.0004038182,0.001153754,0.001397831,0.000822567,0.01825937,0.0025099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002675318,"about_ca_system_score_gemma":0.001387293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002962791,"about_ca_topic_score_gemma":0.007428316,"domain_scores_codex":[0.9993367,0.0001256261,0.00007787414,0.0001210332,0.0001528537,0.0001858958],"domain_scores_gemma":[0.9986803,0.0005371076,0.0001116451,0.0001199841,0.0001420419,0.0004088711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005055836,0.0003745224,0.006153454,0.0003013682,0.0001353797,0.3118935,0.0004804895,0.0003640705,0.001997258,0.007756844,0.6218302,0.04820735],"study_design_scores_gemma":[0.0005272733,0.0004637841,0.01092366,0.0008061558,0.0001948457,0.1544407,0.000752615,0.002113059,0.002453191,0.01121836,0.8160174,0.00008893647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.02989174,0.0059552,0.001695088,0.8289899,0.04398589,0.0001256745,0.0002010163,0.0003720782,0.08878343],"genre_scores_gemma":[0.1946329,0.004178478,0.002001459,0.6382445,0.07997026,0.0001597487,0.0002553167,0.0001179379,0.08043956],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02641287,"threshold_uncertainty_score":0.03343695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05795391451567141,"score_gpt":0.2956129600716613,"score_spread":0.2376590455559899,"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."}}