{"id":"W4285097034","doi":"10.1016/j.nrleng.2020.10.011","title":"Impact of new technologies on neurology in Spain. Review by the New Technologies Ad-Hoc Committee of the Spanish Society of Neurology","year":2022,"lang":"en","type":"review","venue":"Neurología (English Edition)","topic":"Neurology and Historical Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Neurology; Emerging technologies; Medicine; Telecommunications; Computer science; Psychiatry","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":[0.007026455,0.001119195,0.002166234,0.009770289,0.0004255151,0.002903489,0.001306196,0.001906013,0.003281501],"category_scores_gemma":[0.01102703,0.0004587268,0.002192637,0.009173397,0.0009130783,0.001719646,0.001388283,0.001335761,0.0006576759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004308653,"about_ca_system_score_gemma":0.01074875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01289872,"about_ca_topic_score_gemma":0.01534258,"domain_scores_codex":[0.9966269,0.0009715925,0.0009870452,0.0002479186,0.0009624515,0.0002041782],"domain_scores_gemma":[0.9880159,0.006692403,0.002189117,0.000191242,0.002589202,0.000322123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004002319,0.00006184141,0.00266212,0.2003807,0.001259768,0.0004307305,0.0006132763,0.0003903841,0.0004118224,0.002711568,0.06505047,0.7256271],"study_design_scores_gemma":[0.0001123579,0.000143239,0.0160962,0.2201825,0.002611039,0.001542237,0.000617168,0.0001081557,0.0003490504,0.0008046794,0.7573682,0.00006526213],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001584557,0.9985126,0.00002097722,0.0005491506,0.0003437966,0.000005932892,0.00005866868,0.000002386367,0.0003479724],"genre_scores_gemma":[0.001874537,0.9969502,0.00008904155,0.0004963615,0.0003537567,0.00001644739,0.0001017195,0.000002285864,0.0001157021],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01289872,"threshold_uncertainty_score":0.03715986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04629381485381153,"score_gpt":0.2987923138653623,"score_spread":0.2524984990115508,"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."}}