{"id":"W3207142345","doi":"10.1016/j.jns.2021.119162","title":"The role of a shared decision-making process in paediatric epilepsy surgery","year":2021,"lang":"en","type":"article","venue":"Journal of the Neurological Sciences","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Epilepsy; Epilepsy surgery; Process (computing); Health professionals; Decision-making; Drug Resistant Epilepsy; Medicine; Psychology; Health care; Psychiatry; Computer science; Operations management; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06447285,0.0005515463,0.0008213847,0.001057853,0.003250759,0.007841923,0.001972572,0.003251377,0.005529396],"category_scores_gemma":[0.174899,0.0005109464,0.0009065951,0.0008055841,0.004136582,0.006564999,0.008322926,0.004772816,0.0007114239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003381337,"about_ca_system_score_gemma":0.03025881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002901492,"about_ca_topic_score_gemma":0.002887137,"domain_scores_codex":[0.876292,0.1087674,0.003778093,0.002207173,0.005761877,0.003193505],"domain_scores_gemma":[0.8153641,0.1293761,0.0185421,0.01011491,0.00919585,0.01740694],"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":[0.003283963,0.004078886,0.1901967,0.001154649,0.001365509,0.004918577,0.05886569,0.01557054,0.001406595,0.07884236,0.01386145,0.6264551],"study_design_scores_gemma":[0.002421624,0.00908647,0.1542823,0.008650157,0.001274122,0.01255374,0.09454694,0.08323207,0.007419115,0.5138366,0.1116095,0.00108741],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7578948,0.006044474,0.07295242,0.1144857,0.001486413,0.00118623,0.000228075,0.000220797,0.04550103],"genre_scores_gemma":[0.9727528,0.0007705663,0.02311253,0.00199882,0.0001870301,0.0002849916,0.00006427111,0.00003324187,0.0007957325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06447285,"threshold_uncertainty_score":0.3409691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02818653416177511,"score_gpt":0.3324152176307559,"score_spread":0.3042286834689807,"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."}}