{"id":"W3014435118","doi":"10.1111/resp.13814","title":"The ‘great wait’ for diagnosis in pulmonary arterial hypertension","year":2020,"lang":"en","type":"letter","venue":"Respirology","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Pulmonary hypertension; Cardiology; Internal medicine; Intensive care medicine","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":[0.004667253,0.0007173442,0.001752864,0.001341394,0.006712667,0.005416322,0.001762795,0.07663236,0.0108518],"category_scores_gemma":[0.04199009,0.0009116508,0.001667858,0.001066314,0.005721573,0.006731646,0.002801933,0.06137261,0.006295215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007415744,"about_ca_system_score_gemma":0.007781851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006465851,"about_ca_topic_score_gemma":0.01338624,"domain_scores_codex":[0.9945275,0.001838929,0.0008928077,0.0006853298,0.001066126,0.0009891551],"domain_scores_gemma":[0.9734866,0.016093,0.001653988,0.0006416205,0.002258829,0.005865975],"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":[0.00006992555,0.00004294313,0.00190336,0.00009123335,0.00002797547,0.0120278,0.0002643449,0.00007115405,0.0002056079,0.00605517,0.9706316,0.008608796],"study_design_scores_gemma":[0.0005453092,0.0002263975,0.006136988,0.00203159,0.0001172997,0.03549698,0.002022699,0.001145806,0.000331617,0.05136457,0.9003291,0.0002517171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002734309,0.0009053031,0.00005326585,0.9851168,0.01171876,0.000004455235,0.00001550583,0.00001022973,0.001902139],"genre_scores_gemma":[0.006172036,0.001026769,0.0002232695,0.8964055,0.09288001,0.00001862481,0.00002086634,0.00002678249,0.003226116],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07663236,"threshold_uncertainty_score":0.05380523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05204144218409883,"score_gpt":0.2984291651494969,"score_spread":0.246387722965398,"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."}}