{"id":"W3112142374","doi":"10.3389/fpsyt.2020.611489","title":"A Scientometric Review of Alexithymia: Mapping Thematic and Disciplinary Shifts in Half a Century of Research","year":2020,"lang":"en","type":"review","venue":"Frontiers in Psychiatry","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Università degli Studi di Trento","keywords":"Alexithymia; Construct (python library); Conceptualization; Toronto Alexithymia Scale; Operationalization; Psychology; Discipline; Citation; Social psychology; Sociology; Social science; Computer science; Epistemology; Artificial intelligence; Library science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001400902,0.000373827,0.003311798,0.003759741,0.00003422317,0.000009342648,0.0003694561,0.0002410759,0.00002598998],"category_scores_gemma":[0.0003162471,0.0002758355,0.0003740461,0.008789019,0.0002894207,0.0000624416,0.0001981067,0.0006944186,0.00000531556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001652342,"about_ca_system_score_gemma":0.0006276265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001523663,"about_ca_topic_score_gemma":0.000003307782,"domain_scores_codex":[0.9963829,0.0003401348,0.001506018,0.0005924606,0.000754327,0.0004241627],"domain_scores_gemma":[0.9984074,0.0001428635,0.000573198,0.0006520596,0.00005891232,0.0001655403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003203295,0.0009099069,0.01217677,0.6853375,0.0002994594,0.00003168589,0.0005297103,1.147162e-8,2.969974e-8,0.0001678041,0.008307945,0.2922072],"study_design_scores_gemma":[0.001347904,0.0002529224,0.001817573,0.9032934,0.0003483998,0.00002612876,0.001165078,0.00001375788,2.072766e-8,0.002825764,0.0887038,0.000205229],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002091795,0.9915181,0.00003529448,0.0006024742,0.00162409,0.002790491,0.00003126886,0.00001070739,0.003178403],"genre_scores_gemma":[0.00003141566,0.9895735,0.009982141,0.00005080431,0.00005097452,0.0001666653,0.00004527297,0.00004804774,0.00005112425],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2920019,"threshold_uncertainty_score":0.9999694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07253629302422096,"score_gpt":0.4072261007324928,"score_spread":0.3346898077082718,"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."}}