{"id":"W7097302985","doi":"","title":"3","year":2016,"lang":"en","type":"article","venue":"","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001562232,0.0007713954,0.0003569741,0.001479275,0.002081037,0.004624594,0.00172657,0.002101099,0.4819151],"category_scores_gemma":[0.003958907,0.0003165217,0.001013233,0.001062983,0.0007889603,0.0007743554,0.001990825,0.001463993,0.1746333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00807502,"about_ca_system_score_gemma":0.01748712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2738287,"about_ca_topic_score_gemma":0.3443562,"domain_scores_codex":[0.9975757,0.0002477304,0.00006343891,0.000314812,0.00122002,0.0005783391],"domain_scores_gemma":[0.9965065,0.000262559,0.0001176157,0.0002924906,0.001848226,0.000972672],"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":[0.0001480404,0.0001137893,0.004270433,0.0002238379,0.0000264095,0.0003628046,0.0003447953,0.0003897271,0.001227953,0.05470817,0.8018695,0.1363147],"study_design_scores_gemma":[0.0000168146,0.00002061021,0.004136605,0.00007310299,0.000009067916,0.000109908,0.0001427359,0.0001219625,0.0004854456,0.0009525189,0.9939193,0.00001178962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003854131,0.001298259,0.004175177,0.01404746,0.003327028,0.0002491813,0.005699253,0.001319087,0.9660304],"genre_scores_gemma":[0.02140093,0.0006043796,0.002315041,0.00311747,0.0003883802,0.0001030095,0.003293719,0.0003566622,0.9684204],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5180849,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2946516117580526,"score_gpt":0.5960891986037291,"score_spread":0.3014375868456765,"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."}}