{"id":"W4295048443","doi":"10.1371/journal.pone.0273775","title":"Multiple criteria decision analysis for therapeutic innovations in a hemophilia care center: A pilot study of the organizational impact of innovation in hemophilia care management","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Center (category theory); Medicine; MEDLINE; Business; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01890758,0.001540805,0.001301418,0.001996354,0.001766935,0.001867617,0.001769963,0.002104579,0.005202416],"category_scores_gemma":[0.03854673,0.0005304577,0.001786043,0.001907248,0.001077929,0.001228572,0.001477921,0.002516916,0.0003052698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005183601,"about_ca_system_score_gemma":0.00539857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006523429,"about_ca_topic_score_gemma":0.005395114,"domain_scores_codex":[0.9861465,0.01143213,0.0004289536,0.000639066,0.0007211475,0.0006321758],"domain_scores_gemma":[0.9121691,0.07876831,0.002146005,0.0008503918,0.002920295,0.003145955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.02941127,0.1204167,0.1044559,0.004599958,0.00127613,0.002934323,0.0182938,0.3594645,0.006860009,0.008821893,0.00305907,0.3404066],"study_design_scores_gemma":[0.006633725,0.06057872,0.07863063,0.0003297686,0.0005502938,0.00044898,0.01434282,0.8228177,0.004911069,0.00714507,0.003288009,0.0003231896],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990853,0.0001236436,0.006762548,0.0001533908,0.00001335289,0.001308395,0.00007430514,0.00001836181,0.0006929528],"genre_scores_gemma":[0.9701441,0.0001385661,0.02759391,0.00005955785,0.00002263838,0.001565404,0.0001241947,0.000008784062,0.0003428403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01890758,"threshold_uncertainty_score":0.099994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07880387734374529,"score_gpt":0.3460671264713676,"score_spread":0.2672632491276223,"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."}}