{"id":"W4379114313","doi":"10.1016/s0262-4079(23)01013-8","title":"Headscratcher","year":2023,"lang":"en","type":"article","venue":"The New Scientist","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Alexithymia; Toronto Alexithymia Scale; Psychology; Rating scale; Quality of life (healthcare); Clinical psychology; Feeling; Parkinson's disease; Psychiatry; Disease; Medicine; Internal medicine; Developmental psychology; Psychotherapist","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001339243,0.0008738529,0.0007030854,0.001825898,0.002918182,0.005245635,0.001541274,0.003037998,0.774485],"category_scores_gemma":[0.007026738,0.0005563553,0.0006114857,0.00119927,0.000860482,0.002872599,0.004222614,0.003614917,0.6696414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008068548,"about_ca_system_score_gemma":0.002464579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002624138,"about_ca_topic_score_gemma":0.008084471,"domain_scores_codex":[0.998681,0.0001667273,0.00004733198,0.0002039443,0.0007165772,0.000184344],"domain_scores_gemma":[0.9960621,0.0006344782,0.0001581533,0.0005564304,0.001420782,0.001168002],"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":[0.00003032586,0.00001822274,0.00007269394,0.00003481234,0.000001767475,0.00006463302,0.00003906144,0.00001891137,0.0002119908,0.002216578,0.9332682,0.06402279],"study_design_scores_gemma":[0.000005391998,0.000006429903,0.000096068,0.00002314299,0.000001311938,0.00006300209,0.00004402813,0.00002776816,0.0001041582,0.0007434191,0.9988808,0.000004433188],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006733222,0.002172833,0.005154259,0.01458492,0.01727984,0.0001506985,0.001021577,0.005252625,0.95371],"genre_scores_gemma":[0.0009855335,0.0003441864,0.0005029481,0.002403941,0.0006712565,0.00002460719,0.0002373037,0.0005221136,0.9943082],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.774485,"threshold_uncertainty_score":0.3216698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.026939295655645,"score_gpt":0.3037610919780907,"score_spread":0.2768217963224457,"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."}}