{"id":"W269562265","doi":"10.1097/01.naj.0000466314.46508.00","title":"CE","year":2015,"lang":"en","type":"article","venue":"AJN American Journal of Nursing","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Epilepsy; Health professionals; Medicine; Psychology; Face (sociological concept); Psychiatry; Health care; Family medicine; Nursing; Sociology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002115707,0.00005721238,0.0002280186,0.000110556,0.00002044646,0.00001069229,0.00005001997,0.000009749778,0.00002801206],"category_scores_gemma":[0.0001214988,0.00004016872,0.00007546596,0.0001823336,0.0001807312,0.00006228741,0.000004482911,0.000161886,0.00002322428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002306649,"about_ca_system_score_gemma":0.0002835839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001266251,"about_ca_topic_score_gemma":2.333993e-7,"domain_scores_codex":[0.9992012,0.00004585109,0.0001704356,0.00005456131,0.0003547339,0.0001731873],"domain_scores_gemma":[0.9990138,0.00003532035,0.0001420043,0.00009484473,0.0002256775,0.0004883343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001093254,0.0006572763,0.0509231,0.000004219596,0.0001540694,0.0008814035,0.001851524,0.000007590327,0.0009394744,0.00006203922,0.01230464,0.9311214],"study_design_scores_gemma":[0.03194508,0.1193835,0.593439,0.006442668,0.00176889,0.05566369,0.1050226,0.0005532753,0.01964771,0.00754711,0.05762568,0.000960841],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705502,0.0007866455,0.0006043157,0.006236393,0.0001693014,0.00005517195,5.60332e-7,0.00000867281,0.02158879],"genre_scores_gemma":[0.9925471,0.00004008104,0.006767649,0.0001882836,0.0002569061,3.261623e-7,6.221496e-7,0.000009219693,0.0001898056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9301606,"threshold_uncertainty_score":0.1638033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07050330158481348,"score_gpt":0.4019488978281727,"score_spread":0.3314455962433592,"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."}}