{"id":"W3098363273","doi":"10.1111/epi.16739","title":"Precision Medicine: Academic dreaming or clinical reality?","year":2020,"lang":"en","type":"review","venue":"Epilepsia","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Clinical neurology; Psychology; Psychoanalysis; Medicine; Cognitive science; Neuroscience","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":[0.1272307,0.002330934,0.004867434,0.004991227,0.005654315,0.01930151,0.00558518,0.01673982,0.01428665],"category_scores_gemma":[0.1767919,0.001190007,0.00289779,0.004121132,0.04471567,0.04706327,0.01007857,0.03885268,0.007260581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008497343,"about_ca_system_score_gemma":0.02177146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004509611,"about_ca_topic_score_gemma":0.002845052,"domain_scores_codex":[0.9474433,0.02942179,0.003800219,0.005619971,0.0115281,0.002186591],"domain_scores_gemma":[0.7325478,0.1898073,0.006678891,0.02436631,0.03208785,0.01451178],"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":[0.0004043033,0.0001878402,0.001538299,0.003637575,0.0003657857,0.0004105717,0.002046857,0.0009519432,0.0004937648,0.3629395,0.4224803,0.2045431],"study_design_scores_gemma":[0.00009849248,0.0001608497,0.0005810477,0.004747299,0.0001034386,0.0004545405,0.002214913,0.0006790691,0.0002550489,0.6379551,0.3526277,0.0001224921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.000368059,0.1090082,0.006395339,0.8688949,0.01135464,0.00002240368,0.0001998531,0.0001787303,0.003577904],"genre_scores_gemma":[0.0705872,0.2782708,0.03566761,0.5275525,0.08110427,0.0002830903,0.0007903365,0.0004011775,0.005342984],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1272307,"threshold_uncertainty_score":0.6728683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2545166491254092,"score_gpt":0.5307896273623853,"score_spread":0.2762729782369761,"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."}}