{"id":"W2773766985","doi":"10.1177/2045893217746054","title":"Identity crisis in pulmonary arterial hypertension","year":2017,"lang":"en","type":"article","venue":"Pulmonary Circulation","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canada Research Chairs; Agence Nationale de la Recherche","keywords":"Medicine; Identity crisis; Cancer; Lung cancer; Identity (music); Pathological; Ectopic expression; Pulmonary cancer; Pathology; Cancer research; Gene; Internal medicine; Genetics; Linguistics; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002872845,0.0002221463,0.0003909682,0.000557783,0.0004773033,0.000112447,0.0002183673,0.0001689375,0.0001992596],"category_scores_gemma":[0.0002077373,0.0002017874,0.0001556172,0.0002984328,0.00009204374,0.001229009,0.0001458186,0.0002332028,0.0002771962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001627747,"about_ca_system_score_gemma":0.00008863361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008000149,"about_ca_topic_score_gemma":0.00003249252,"domain_scores_codex":[0.997945,0.0000746381,0.0003611754,0.0005508241,0.0006297101,0.0004386274],"domain_scores_gemma":[0.9984003,0.00003340989,0.0001480346,0.0009975648,0.0001557816,0.0002649116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009656276,0.001848847,0.8682675,0.00008597322,0.00006209466,0.0222895,0.00002093677,0.00001721449,0.08532848,0.0001648447,0.0002804731,0.02066852],"study_design_scores_gemma":[0.001199652,0.0000612372,0.9845706,0.00009936186,0.00005574089,0.001580507,0.00005038849,0.009015375,0.0002446902,0.002488902,0.0004524831,0.0001810564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877359,0.0003136284,0.00004621087,0.003080457,0.0003834707,0.0006039277,0.00001241564,0.00006804494,0.00775595],"genre_scores_gemma":[0.9985695,0.0001524428,0.000161834,0.0002921846,0.0002749531,0.00004916965,0.0001900036,0.00003270654,0.0002772055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1163031,"threshold_uncertainty_score":0.8228651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04981324601597623,"score_gpt":0.3211326899267594,"score_spread":0.2713194439107832,"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."}}