{"id":"W2736939214","doi":"10.1212/wnl.0000000000004095","title":"Disruptive technology disorder","year":2017,"lang":"en","type":"article","venue":"Neurology","topic":"Restraint-Related Deaths","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Weakness; Disruptive technology; Face (sociological concept); Medicine; Psychology; Engineering; Sociology","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":[0.00004846945,0.0001104185,0.0002283718,0.0001285498,0.000167374,0.00001267471,0.0002353037,0.0003213912,0.0001751362],"category_scores_gemma":[0.0004612518,0.00009280778,0.00005218614,0.00005129354,0.0004871958,0.00004859319,0.0001348179,0.0005246559,0.0004348494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006727952,"about_ca_system_score_gemma":0.00003628811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005336562,"about_ca_topic_score_gemma":0.00003627859,"domain_scores_codex":[0.9991817,0.00002082351,0.0001330121,0.0002969165,0.0000834097,0.0002841642],"domain_scores_gemma":[0.9988583,0.00003591529,0.00009235975,0.0008960739,0.00004452397,0.00007280068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001137259,0.0003177718,0.8871942,0.00002266239,0.0001562231,0.00408227,0.0001705767,0.000008411172,0.01332422,0.02076939,0.001089303,0.07172777],"study_design_scores_gemma":[0.002400499,0.002463143,0.8733966,0.000008884207,0.00007505118,0.001456859,0.00001137722,0.0002296775,0.0004070617,0.005284004,0.1141328,0.0001340583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9219194,0.0001081154,0.0001383015,0.04474075,0.0003323239,0.0001946587,0.000002136074,0.0001334373,0.03243085],"genre_scores_gemma":[0.9973795,0.00005156318,0.0001275211,0.001468368,0.00008821735,0.00001957768,0.000004665298,0.00002264339,0.0008379649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1130435,"threshold_uncertainty_score":0.5589254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01242699659024246,"score_gpt":0.3033368412763345,"score_spread":0.290909844686092,"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."}}