{"id":"W2807711662","doi":"","title":"Database Approach to Capital Medical Device Prioritization","year":2018,"lang":"en","type":"article","venue":"CMBES Proceedings","topic":"Technology Assessment and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Island Health","funders":"","keywords":"Database; Computer science; Prioritization; Business; Process management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003687694,0.0006131098,0.001610425,0.005716193,0.001194698,0.009177797,0.003251983,0.001289024,0.007814876],"category_scores_gemma":[0.01221216,0.0006202887,0.001368464,0.006495011,0.0005716668,0.004257897,0.002285798,0.00145708,0.001702267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002162993,"about_ca_system_score_gemma":0.003633911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01545979,"about_ca_topic_score_gemma":0.01242157,"domain_scores_codex":[0.9956215,0.001162828,0.0004600621,0.0007101048,0.001722432,0.0003230915],"domain_scores_gemma":[0.9931147,0.003183264,0.0003278267,0.001010107,0.00202479,0.0003393727],"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":[0.0004186105,0.0005464345,0.009542943,0.0006673847,0.0004793323,0.0007465592,0.0007623692,0.1182448,0.00429691,0.3322885,0.02505272,0.5069535],"study_design_scores_gemma":[0.00007019064,0.000134608,0.002191344,0.0001794505,0.0003024451,0.0005495801,0.0007110263,0.7562499,0.003797673,0.1958665,0.03987147,0.00007585814],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01272042,0.001076716,0.9652846,0.001441066,0.0002073691,0.0003209726,0.001659283,0.001105743,0.01618382],"genre_scores_gemma":[0.3548641,0.001481693,0.6311171,0.0006605776,0.0002613224,0.0002993113,0.002494074,0.0001629572,0.008658875],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01545979,"threshold_uncertainty_score":0.03073961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009837004772854903,"score_gpt":0.240250173866712,"score_spread":0.2304131690938571,"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."}}