{"id":"W4401894231","doi":"10.3390/jcm13175045","title":"Cardiothoracic Imaging for Outcome Prediction in Chronic Thromboembolic Pulmonary Hypertension after Pulmonary Endarterectomy or Balloon Pulmonary Angioplasty: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"University of Toronto","keywords":"Medicine; Chronic thromboembolic pulmonary hypertension; Angioplasty; Balloon; Cardiology; Pulmonary hypertension; Internal medicine; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01656625,0.001538391,0.006371185,0.01707305,0.0009753672,0.004216102,0.002145424,0.002892986,0.004397947],"category_scores_gemma":[0.09113424,0.001096952,0.009624153,0.01611749,0.001191786,0.003462756,0.00220634,0.00168675,0.0004800558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004511975,"about_ca_system_score_gemma":0.01636398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01372397,"about_ca_topic_score_gemma":0.02326496,"domain_scores_codex":[0.9887254,0.003676204,0.00494584,0.0007695233,0.001583821,0.0002991511],"domain_scores_gemma":[0.9225147,0.0608996,0.01031002,0.000905806,0.005042084,0.0003277585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001265165,0.00002836154,0.001627413,0.8982627,0.005194017,0.0001308603,0.0004091989,0.0002115453,0.0001082159,0.0005894915,0.002796375,0.09051526],"study_design_scores_gemma":[0.00004164868,0.00005077505,0.002280084,0.9679529,0.01692502,0.0001820031,0.000197838,0.000110317,0.00006802705,0.0003280371,0.01184266,0.000020809],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005636282,0.9978272,0.0002068786,0.0004688978,0.0001298922,0.0002536742,0.0002649376,0.00000603019,0.0002787376],"genre_scores_gemma":[0.006627021,0.9911435,0.0006727537,0.0004271202,0.0001083864,0.0006416232,0.0002821114,0.000005132339,0.00009246951],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01707305,"threshold_uncertainty_score":0.08761179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1926075416817091,"score_gpt":0.509853582549412,"score_spread":0.317246040867703,"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."}}