{"id":"W4225326857","doi":"10.24908/iqurcp15516","title":"Evaluating the training needs for an epilepsy education program by assessing the beliefs and attitudes of families with children impacted by epilepsy.","year":2022,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital","funders":"","keywords":"Epilepsy; Religiosity; Anxiety; Psychology; Psychiatry; Coping (psychology); Clinical psychology; Medicine; Outpatient clinic; Family medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00475685,0.0003206866,0.0004618956,0.0003702016,0.001812365,0.0005787312,0.00053524,0.000087495,0.00002021417],"category_scores_gemma":[0.0007037144,0.0001876341,0.0000822128,0.001251551,0.001535881,0.0005596178,0.0002831515,0.001176082,8.521812e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002756882,"about_ca_system_score_gemma":0.002435505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000904914,"about_ca_topic_score_gemma":0.00001610605,"domain_scores_codex":[0.9954152,0.0003887825,0.0004733863,0.0006232469,0.002106948,0.0009924418],"domain_scores_gemma":[0.9964439,0.0007312942,0.0002625359,0.0003557737,0.001842548,0.0003638947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001368669,0.002808749,0.6049621,0.0005367603,0.0008257499,0.000001698932,0.02421262,0.00000604143,0.0272478,0.006090353,0.009114332,0.3228252],"study_design_scores_gemma":[0.01206277,0.08441649,0.5435647,0.001993636,0.0007869613,0.000550419,0.3142286,0.01073381,0.008836913,0.01672114,0.00463287,0.001471606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755164,0.0006354994,0.0001245559,0.0171445,0.00003485527,0.005956144,0.00006514809,0.00009135428,0.0004315182],"genre_scores_gemma":[0.991879,0.0004887027,0.001475835,0.0001296947,0.0001493788,0.005102394,0.0003379039,0.00006321166,0.0003738765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3213536,"threshold_uncertainty_score":0.9994872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.162819983851557,"score_gpt":0.4744328265784629,"score_spread":0.3116128427269058,"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."}}