{"id":"W4407811122","doi":"10.1007/978-3-031-70973-9_47","title":"Pulmonary Hypertension","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Cardiology; Pulmonary hypertension; Internal 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":[0.0002043831,0.0006045469,0.0005269942,0.0006413709,0.0006661828,0.001272524,0.0004458189,0.0009936605,0.1755106],"category_scores_gemma":[0.0006949542,0.0002402708,0.000336082,0.000433241,0.0003127428,0.0008010555,0.0009500037,0.00236056,0.1156707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003731861,"about_ca_system_score_gemma":0.0005201634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001111911,"about_ca_topic_score_gemma":0.004625839,"domain_scores_codex":[0.9998856,0.00001750644,0.000004329053,0.00001820121,0.00006150599,0.00001295686],"domain_scores_gemma":[0.9998389,0.00005236715,0.000007494979,0.00001850945,0.00004775104,0.00003483872],"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":[0.00001569571,0.00005037364,0.00008501011,0.0001392648,0.000004252885,0.0001693419,0.00005615937,0.00008990279,0.0005539928,0.007872639,0.7439123,0.247051],"study_design_scores_gemma":[0.000004992488,0.00001709009,0.0002536719,0.0001497087,0.00000323872,0.000602288,0.00001827786,0.00005823241,0.00009284424,0.002565376,0.9962313,0.00000295343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004095084,0.02893362,0.002583747,0.004291507,0.00545802,0.00007372618,0.0002191642,0.000300038,0.9577307],"genre_scores_gemma":[0.001175346,0.009088804,0.0007207809,0.002123047,0.00139773,0.00002998822,0.0001273626,0.00003894318,0.985298],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1755106,"threshold_uncertainty_score":0.5871415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04504810198190642,"score_gpt":0.2817085634820621,"score_spread":0.2366604615001557,"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."}}