{"id":"W4412633024","doi":"10.51731/cjht.2025.1177","title":"Iptacopan (Fabhalta)","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0003343713,0.0002708598,0.000364884,0.0009676339,0.0002250731,0.000693984,0.0003771632,0.0004379642,0.01857718],"category_scores_gemma":[0.0008336433,0.00007868969,0.000508967,0.0006533633,0.0001565465,0.0003276733,0.0002949968,0.0007393358,0.002719039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000907116,"about_ca_system_score_gemma":0.001249931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009553388,"about_ca_topic_score_gemma":0.0280742,"domain_scores_codex":[0.9998134,0.0000315857,0.00001474336,0.00002446528,0.00009102456,0.00002476071],"domain_scores_gemma":[0.9998149,0.00005048033,0.00004546006,0.000005749197,0.00004483002,0.00003861517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000837835,0.00009429668,0.0004388849,0.005704134,0.0001477039,0.0003095421,0.00004347825,0.0001483719,0.003169152,0.001656468,0.05710844,0.9303418],"study_design_scores_gemma":[0.001110932,0.001038503,0.005613737,0.003915979,0.0005476556,0.002423462,0.0000423351,0.0001781668,0.002557653,0.0005686468,0.9819806,0.0000222467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0205277,0.8143287,0.001918372,0.003463554,0.001123721,0.0005620201,0.004696443,0.0006506373,0.1527289],"genre_scores_gemma":[0.2462471,0.6624296,0.007044324,0.007771165,0.0008230105,0.0004480231,0.0069682,0.00009937968,0.06816918],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01857718,"threshold_uncertainty_score":0.0621469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116822335278495,"score_gpt":0.2755146141664529,"score_spread":0.264346390813668,"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."}}