{"id":"W2903775115","doi":"10.1183/13993003.01919-2018","title":"The importance of patient perspectives in pulmonary hypertension","year":2018,"lang":"en","type":"review","venue":"European Respiratory Journal","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Multidisciplinary approach; Medicine; Accreditation; Promotion (chess); Perspective (graphical); Palliative care; Quality of life (healthcare); Quality (philosophy); Nursing; Multidisciplinary team; Relevance (law); Scale (ratio); Family medicine; Medical education; Political science","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":[0.001355743,0.0003684802,0.001152649,0.0003782035,0.0002796323,0.00003970706,0.0003430409,0.00009627026,0.00007204959],"category_scores_gemma":[0.0005683759,0.0001892968,0.0005999868,0.0003893122,0.0003160991,0.0000782257,0.0001889349,0.001091601,0.0001703409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002253345,"about_ca_system_score_gemma":0.0006338386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001149645,"about_ca_topic_score_gemma":0.000001434628,"domain_scores_codex":[0.995903,0.001387996,0.001160115,0.0004080727,0.0006864176,0.000454366],"domain_scores_gemma":[0.9976547,0.0002098372,0.000714855,0.0006761968,0.0004029767,0.0003414174],"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":[0.0002471185,0.0008268998,0.001605568,0.00111679,0.0003813055,0.06646065,0.00006424008,9.533591e-8,0.00001140961,0.00001558593,0.005363442,0.9239069],"study_design_scores_gemma":[0.0004466091,0.0008824966,0.002397195,0.009198338,0.000214784,0.008425741,0.0002665063,0.000001438689,0.000001437223,0.00001274112,0.9779922,0.0001605099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005415804,0.9877487,2.555857e-7,0.00005740886,0.0001869196,0.000541064,0.000009767879,0.00001311224,0.006026974],"genre_scores_gemma":[0.001008134,0.9979534,0.00004283857,0.0001484797,0.0004250207,0.000008383671,0.00000635426,0.00008727487,0.0003201025],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9726288,"threshold_uncertainty_score":0.7719301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09592806395121944,"score_gpt":0.3474400279317535,"score_spread":0.2515119639805341,"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."}}