{"id":"W4409040555","doi":"10.51731/cjht.2025.1105","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":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005036081,0.00008302005,0.0004093519,0.0007632062,0.0001189868,0.00001852954,0.0001727806,0.00009786624,0.0000207641],"category_scores_gemma":[0.0003579187,0.00007101704,0.000186056,0.0003545313,0.0001398994,0.00004931007,0.0000133461,0.0003163536,0.000009969257],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003483503,"about_ca_system_score_gemma":0.005927009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002103805,"about_ca_topic_score_gemma":0.001326794,"domain_scores_codex":[0.999109,0.00002335512,0.0003922284,0.00009291973,0.00008146482,0.0003009916],"domain_scores_gemma":[0.9994212,0.00001749422,0.0001331238,0.0002566465,0.0001045565,0.00006701284],"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":[0.000008258528,0.000009725151,0.00385778,0.00009788106,0.0001414247,0.0001241591,0.00005767414,0.000006623674,0.0000160831,0.0021407,0.02222813,0.9713116],"study_design_scores_gemma":[0.000798831,0.0001659951,0.0206487,0.0004359878,0.00004545815,0.0003074156,0.003019566,0.00000540178,0.0003979396,0.002349149,0.9717557,0.00006983701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.166569,0.4724282,0.002783007,0.3311942,0.001985784,0.0006273875,0.00001121192,0.0002565147,0.0241447],"genre_scores_gemma":[0.9967065,0.0007366328,0.0004260907,0.001636381,0.000007378772,0.000002218333,0.00000102922,0.000007088011,0.0004766296],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9712417,"threshold_uncertainty_score":0.9997085,"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."}}