{"id":"W4403226736","doi":"10.1016/j.cjca.2024.08.082","title":"BALLOON PULMONARY ANGIOPLASTY AT A PULMONARY HYPERTENSION CENTRE OF EXCELLENCE: THE INITIAL CANADIAN EXPERIENCE","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Angioplasty; Excellence; Pulmonary hypertension; Balloon; Cardiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009488355,0.000912959,0.0006710411,0.001003411,0.01003906,0.003601446,0.001355968,0.003300522,0.005238513],"category_scores_gemma":[0.005624601,0.0006101357,0.0005933526,0.003323914,0.00169621,0.001104339,0.001856565,0.003644428,0.0008544051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03872195,"about_ca_system_score_gemma":0.04796286,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8570282,"about_ca_topic_score_gemma":0.9641362,"domain_scores_codex":[0.9976367,0.0001624654,0.0001022109,0.0001478235,0.0009305985,0.001020261],"domain_scores_gemma":[0.9953067,0.0003063001,0.0002469711,0.00008897873,0.001112507,0.002938519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002234353,0.004331503,0.3897994,0.001208997,0.0003824006,0.2628989,0.05617289,0.002506891,0.005751682,0.01263181,0.07827569,0.1838055],"study_design_scores_gemma":[0.000456423,0.001835558,0.5444032,0.001750979,0.0003951236,0.1968105,0.07455117,0.002414912,0.001236219,0.002711105,0.1727666,0.000668176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8723024,0.009527339,0.001549093,0.03276329,0.001011434,0.0003512754,0.001123352,0.00008966903,0.08128204],"genre_scores_gemma":[0.971511,0.009990656,0.001807453,0.005084095,0.0004422288,0.00005763075,0.0005254523,0.0001056213,0.01047585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1429718,"threshold_uncertainty_score":0.2876275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03132646707689272,"score_gpt":0.2747628390146216,"score_spread":0.2434363719377289,"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."}}