{"id":"W4392117980","doi":"10.15173/m.v1i8.662","title":"MedQuiz","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002624266,0.0005835195,0.000684098,0.001996394,0.00263387,0.003429827,0.001127041,0.002030412,0.6121866],"category_scores_gemma":[0.01436829,0.0004333751,0.0006367624,0.0008818615,0.001030818,0.00148171,0.003480524,0.002935994,0.2302935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002127729,"about_ca_system_score_gemma":0.005682864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006098776,"about_ca_topic_score_gemma":0.01936619,"domain_scores_codex":[0.9976503,0.0007856748,0.0001056717,0.0002162321,0.0008733897,0.0003685793],"domain_scores_gemma":[0.9960295,0.0008453828,0.0001622532,0.0004069037,0.001626951,0.0009289921],"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":[0.00006605712,0.00003977575,0.0004382443,0.0001845798,0.000005031755,0.00008212979,0.0003439264,0.00002449697,0.0001237841,0.01548511,0.8788482,0.1043586],"study_design_scores_gemma":[0.00001502972,0.000009636386,0.0003284612,0.0001272825,0.000003026893,0.00008371322,0.0001863846,0.00001959978,0.00005161999,0.001150988,0.9980198,0.000004333939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001577182,0.003362518,0.001468736,0.02614334,0.005632347,0.0001710076,0.002114494,0.001896911,0.9576334],"genre_scores_gemma":[0.01275231,0.001545897,0.001559819,0.006460873,0.0008673509,0.0002534662,0.0009054771,0.000596624,0.9750583],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3878134,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03344825671043757,"score_gpt":0.307352237712578,"score_spread":0.2739039810021405,"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."}}