{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002313401,0.0005838656,0.0005355987,0.0009032557,0.0003753391,0.0008235379,0.0006799303,0.000883734,0.0714709],"category_scores_gemma":[0.0006695547,0.0001734062,0.000610803,0.000406384,0.0002207926,0.0005212103,0.0006840654,0.001875694,0.0329572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009007213,"about_ca_system_score_gemma":0.0008098948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002950406,"about_ca_topic_score_gemma":0.004737664,"domain_scores_codex":[0.9998024,0.0000194876,0.00001004618,0.00003739263,0.00008220408,0.00004845917],"domain_scores_gemma":[0.9998382,0.00002014641,0.00002205702,0.00001175604,0.00003138317,0.00007647425],"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":[0.002910907,0.0008073932,0.001350915,0.001169923,0.0001305044,0.001772935,0.00006673711,0.0004187039,0.01545528,0.002539986,0.225157,0.7482198],"study_design_scores_gemma":[0.003690436,0.002160682,0.00648973,0.0004133965,0.0001682805,0.00800211,0.00003393663,0.0007904975,0.009056451,0.001540312,0.9676189,0.00003517602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08424447,0.156632,0.009207995,0.01524033,0.0041018,0.001970744,0.01354333,0.01321839,0.7018408],"genre_scores_gemma":[0.4869252,0.06695042,0.01433164,0.02711742,0.001933321,0.001268985,0.02547132,0.001178212,0.3748234],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0714709,"threshold_uncertainty_score":0.239094,"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."}}