{"id":"W3217084164","doi":"10.7717/peerj.12545","title":"Alexithymia and facial emotion recognition in patients with craniofacial pain and association of alexithymia with anxiety and depression: a systematic review with meta-analysis","year":2021,"lang":"en","type":"review","venue":"PeerJ","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Toronto Alexithymia Scale; Anxiety; Clinical psychology; Depression (economics); Asymptomatic; Meta-analysis; Medicine; Psychology; Internal medicine; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.006968477,0.001935704,0.01347767,0.005530232,0.0005518634,0.002683311,0.001618353,0.001816592,0.003204004],"category_scores_gemma":[0.01885976,0.001109182,0.02400093,0.006134663,0.0006456077,0.00117934,0.001056033,0.001134176,0.0001948672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001820102,"about_ca_system_score_gemma":0.002867697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005957679,"about_ca_topic_score_gemma":0.01494824,"domain_scores_codex":[0.9954662,0.001642543,0.001579344,0.0005703499,0.000569851,0.0001716431],"domain_scores_gemma":[0.987062,0.009697578,0.00218531,0.000302289,0.0006330847,0.0001197687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00127167,0.00003937486,0.005437391,0.6577958,0.3161562,0.0001343108,0.00009698679,0.0003870396,0.0002664271,0.0001340634,0.0005657937,0.0177149],"study_design_scores_gemma":[0.0005059665,0.0002608873,0.00890277,0.06747531,0.9197569,0.0002141076,0.00006940728,0.00019076,0.0001273898,0.0002098717,0.002257311,0.0000292641],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003733112,0.9952708,0.0001971762,0.0001059757,0.00005707275,0.0001520328,0.0003322372,0.00001008491,0.0001415875],"genre_scores_gemma":[0.1088998,0.8871551,0.001474817,0.000571771,0.0002088763,0.0008036284,0.0006838121,0.00001347263,0.0001887098],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01347767,"threshold_uncertainty_score":0.03685331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0307560644579376,"score_gpt":0.284869163521222,"score_spread":0.2541130990632844,"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."}}