{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001592916,0.0003819719,0.0008879964,0.0002167221,0.00021068,0.00002622143,0.0002786057,0.0008483321,0.000107635],"category_scores_gemma":[0.0006278988,0.0002337987,0.0003174207,0.0001821602,0.0002329979,0.00003504737,0.0001508047,0.001358211,0.0001981233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001117967,"about_ca_system_score_gemma":0.0002163792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007008261,"about_ca_topic_score_gemma":0.00001820168,"domain_scores_codex":[0.997227,0.0002701723,0.0004506952,0.0007424525,0.0004013695,0.0009083797],"domain_scores_gemma":[0.997439,0.001517026,0.0001080355,0.0006230609,0.0001253947,0.0001875379],"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":[0.002645701,0.0001566863,0.003362573,0.0001106416,0.0001644611,0.06803042,0.000004177306,1.633167e-7,0.0004300746,0.000004542362,0.9159061,0.009184492],"study_design_scores_gemma":[0.0023391,0.001409617,0.006346472,0.00008266484,0.0001661739,0.001280924,0.000005074996,0.000284172,0.00006060022,0.0007306602,0.9871084,0.0001861184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02010856,0.00238175,0.000001962232,0.9743659,0.0006341444,0.001810509,0.0001137046,0.00005646305,0.0005270448],"genre_scores_gemma":[0.0167464,0.002766541,0.0001069482,0.9680435,0.005547121,0.001998268,0.001270333,0.0001281526,0.003392704],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07120236,"threshold_uncertainty_score":0.9534033,"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."}}