{"id":"W4413118800","doi":"10.51731/cjht.2025.1187","title":"Crovalimab (Piasky)","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Lung Cancer Treatments and Mutations","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":[0.000435686,0.0005328971,0.0005521459,0.000922548,0.000411015,0.001027368,0.0005839388,0.00115866,0.02731268],"category_scores_gemma":[0.000932528,0.0001373006,0.0005315163,0.00040802,0.0002259388,0.0005558507,0.0005671443,0.002075329,0.0158182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074911,"about_ca_system_score_gemma":0.001103513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002620135,"about_ca_topic_score_gemma":0.004857106,"domain_scores_codex":[0.9995685,0.00005742042,0.00002738392,0.00006319392,0.0001637711,0.000119692],"domain_scores_gemma":[0.9996771,0.00003818981,0.00005889533,0.00001958358,0.00008145349,0.0001247474],"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":[0.002358937,0.0007080464,0.001448157,0.001072687,0.0001230022,0.0009294791,0.00004490942,0.0005940047,0.01071942,0.002900296,0.1773517,0.8017493],"study_design_scores_gemma":[0.006250918,0.002497413,0.005881593,0.0006673365,0.0001174138,0.00689573,0.00003750917,0.0007968795,0.007007312,0.001645727,0.9681705,0.00003171329],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08851262,0.3390655,0.01262025,0.02914402,0.007068537,0.002658036,0.01169944,0.006216301,0.5030153],"genre_scores_gemma":[0.6256971,0.0819205,0.01548888,0.03136995,0.003181909,0.001675974,0.02466928,0.0004038357,0.2155925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02731268,"threshold_uncertainty_score":0.09136999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764724544898367,"score_gpt":0.3612122810400694,"score_spread":0.3435650355910857,"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."}}