{"id":"W4243222687","doi":"10.1080/14739879.2010.11493946","title":"Round Up","year":2010,"lang":"en","type":"article","venue":"Education for Primary Care","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Medicine; Psychology; Medical education","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001082613,0.002490829,0.001462634,0.001760243,0.003877836,0.004476526,0.002241061,0.006831171,0.8660301],"category_scores_gemma":[0.006672195,0.0008896132,0.001668481,0.0007506711,0.0007219772,0.002676537,0.005918711,0.006630049,0.8203916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007522986,"about_ca_system_score_gemma":0.001908674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002038698,"about_ca_topic_score_gemma":0.006409789,"domain_scores_codex":[0.9989842,0.0001812888,0.00004663058,0.0001074519,0.000373305,0.0003070656],"domain_scores_gemma":[0.9940883,0.0005146354,0.0001749464,0.0003961101,0.001523784,0.0033023],"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":[0.0000778282,0.00005960851,0.00006426594,0.00005333869,0.000002205506,0.00007522657,0.00001051765,0.00001741529,0.0001132029,0.0001821826,0.9809796,0.0183646],"study_design_scores_gemma":[0.00007686613,0.00007401779,0.0008826417,0.0000884825,0.000004913573,0.00009422011,0.0001438782,0.00004266734,0.000171026,0.0007770478,0.9976222,0.00002193419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002342084,0.002081325,0.001463553,0.05678969,0.1554622,0.002349694,0.004015054,0.004040745,0.7714557],"genre_scores_gemma":[0.0009877998,0.0003240337,0.0003064196,0.006999518,0.006717477,0.0003190754,0.0005217202,0.0002572312,0.9835666],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1339699,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135640621108879,"score_gpt":0.2945259811742977,"score_spread":0.2831695749632089,"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."}}