{"id":"W4391729205","doi":"10.1007/978-3-031-17299-1_1777","title":"MEDLINE","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Trinity Western University; Western University","funders":"","keywords":"Medicine","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":[0.000506848,0.002229052,0.002296358,0.009167851,0.0009293442,0.004394539,0.002107311,0.002091994,0.7796504],"category_scores_gemma":[0.003460933,0.0008781679,0.0008732366,0.009405056,0.0004682089,0.002943428,0.001642516,0.001504023,0.6489505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001666779,"about_ca_system_score_gemma":0.002716922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008886268,"about_ca_topic_score_gemma":0.01383395,"domain_scores_codex":[0.9994884,0.00006370971,0.00007599848,0.00008684747,0.0002343945,0.00005067797],"domain_scores_gemma":[0.9986594,0.0003900524,0.000110079,0.00008155531,0.0005915006,0.0001672998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004668282,0.00002755416,0.00007427417,0.002771506,0.00001582307,0.0001104868,0.00003602954,0.00007097403,0.0002434729,0.003661637,0.8503745,0.1425672],"study_design_scores_gemma":[0.00005212082,0.00001358618,0.000437666,0.001314318,0.00001580222,0.0001786922,0.00002586238,0.00004333215,0.000124293,0.002484326,0.9953001,0.000009929518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000429895,0.03758759,0.001628404,0.003079155,0.002818882,0.0005192581,0.09096473,0.002333467,0.8606386],"genre_scores_gemma":[0.002761343,0.0389729,0.005097452,0.003143849,0.001912595,0.0006127308,0.06455502,0.001104922,0.8818392],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7796504,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5969793259059647,"score_gpt":0.4448965418585099,"score_spread":0.1520827840474548,"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."}}