{"id":"W3163932357","doi":"10.1093/cvr/cvab091","title":"Scientist on the Spot: Exploring the cause and cure for pulmonary arterial hypertension","year":2021,"lang":"en","type":"article","venue":"Cardiovascular Research","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Cardiology; Pulmonary hypertension; 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":[0.01132161,0.0007007922,0.002639755,0.00178411,0.002369778,0.005933904,0.001395685,0.01058974,0.01156291],"category_scores_gemma":[0.03035424,0.0004107183,0.001297733,0.001058404,0.005399256,0.009831972,0.003168754,0.02002957,0.003926492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001404999,"about_ca_system_score_gemma":0.006619464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001162477,"about_ca_topic_score_gemma":0.00248452,"domain_scores_codex":[0.9939154,0.002994127,0.0003876068,0.0005662697,0.00172407,0.0004126108],"domain_scores_gemma":[0.9738256,0.01404944,0.001621768,0.0009841312,0.00519272,0.004326343],"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":[0.0005675395,0.0002764569,0.004260563,0.001746388,0.000247794,0.0007225536,0.0008002048,0.0001432065,0.00134451,0.03072209,0.7538512,0.2053175],"study_design_scores_gemma":[0.000465864,0.0006670923,0.005368156,0.004063096,0.0004013847,0.00173067,0.0047138,0.0005498735,0.0009510734,0.1355897,0.8453277,0.0001715775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001006322,0.1216662,0.0007436207,0.837168,0.03628721,0.00001331111,0.0001033622,0.00004339899,0.002968561],"genre_scores_gemma":[0.03772809,0.2824589,0.004082758,0.4484699,0.2128332,0.00006541036,0.0002502247,0.0001228734,0.0139886],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01156291,"threshold_uncertainty_score":0.05987519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2320379733496845,"score_gpt":0.3557742112579824,"score_spread":0.1237362379082979,"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."}}