{"id":"W4205326723","doi":"10.1017/cjn.2021.337","title":"P.056 Optimizing IVIg Use for Neuromuscular Conditions in British Columbia, Canada – Targeting High and Chronic User Groups","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kamloops Art Gallery; Vancouver Biotech (Canada)","funders":"","keywords":"Medicine; Cohort; Neuromuscular disease; Pediatrics; Chronic inflammatory demyelinating polyneuropathy; Physical therapy; Emergency medicine; Internal medicine; Antibody; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00103912,0.0002571743,0.0002325549,0.001746341,0.00348255,0.001921499,0.001105948,0.0005368942,0.01102068],"category_scores_gemma":[0.005340479,0.0002096385,0.0003596108,0.003123136,0.0007015023,0.0004622707,0.001047979,0.0007778314,0.0008520392],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03576345,"about_ca_system_score_gemma":0.1054601,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9928958,"about_ca_topic_score_gemma":0.9961354,"domain_scores_codex":[0.9987274,0.0001026873,0.00009712953,0.0001224841,0.0004654527,0.0004849453],"domain_scores_gemma":[0.9937162,0.0003622831,0.0007114346,0.00008337339,0.003546513,0.001580305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001715355,0.0001157849,0.8140228,0.0004036541,0.00007925449,0.0003782574,0.001067166,0.0004382522,0.0003969389,0.001399004,0.09736513,0.08416219],"study_design_scores_gemma":[0.00003732561,0.00005272476,0.9570068,0.0006794401,0.00009334202,0.000251049,0.003533921,0.001004801,0.000275287,0.0003325358,0.03670504,0.00002789067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7252628,0.01333621,0.001524068,0.05602745,0.0006531149,0.000794878,0.05516387,0.0002280557,0.1470097],"genre_scores_gemma":[0.9594132,0.006119283,0.003190307,0.004609644,0.0001104154,0.0002081868,0.006398924,0.00007369113,0.01987644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9642366,"threshold_uncertainty_score":0.2594832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105106716464051,"score_gpt":0.2252690951564831,"score_spread":0.2042180279918426,"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."}}