{"id":"W4224011623","doi":"10.1016/s1474-4422(22)00129-6","title":"Your After-Visit Summary—May 29, 2042","year":2022,"lang":"en","type":"article","venue":"The Lancet Neurology","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Psychology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000922985,0.001225473,0.001480856,0.001612283,0.002318242,0.004853182,0.001831646,0.01002446,0.5862866],"category_scores_gemma":[0.005372969,0.0007812846,0.001526247,0.001022178,0.0004761769,0.001507032,0.002022796,0.004499309,0.4289016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001188212,"about_ca_system_score_gemma":0.001909055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01150528,"about_ca_topic_score_gemma":0.04616935,"domain_scores_codex":[0.999397,0.00006273557,0.0000383164,0.00005688888,0.0002517283,0.0001931913],"domain_scores_gemma":[0.9965683,0.0004214717,0.0001433165,0.0001386308,0.0008309325,0.001897456],"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":[0.00005420248,0.00002639689,0.0000666609,0.00002811199,0.000003317538,0.00003834605,0.000002516231,0.000009492483,0.00002968896,0.0000376858,0.9957402,0.003963333],"study_design_scores_gemma":[0.0001847045,0.00008769643,0.002109746,0.0001825655,0.00001813064,0.00005935949,0.00005263033,0.00007990641,0.00006363559,0.0002744619,0.9968662,0.00002111236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001551589,0.006370874,0.0004998799,0.0889785,0.1887008,0.0009725175,0.01064671,0.002844134,0.6994349],"genre_scores_gemma":[0.001891596,0.001457902,0.0001408505,0.02811467,0.01751539,0.0001668139,0.001805091,0.0002757964,0.9486318],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4137134,"threshold_uncertainty_score":0.590112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04097190975861084,"score_gpt":0.3474405448606726,"score_spread":0.3064686351020617,"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."}}