{"id":"W2604490136","doi":"10.1186/s12909-017-0901-8","title":"Influencing factors of alexithymia in Chinese medical students: a cross-sectional study","year":2017,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Alexithymia; Cross-sectional study; Medical education; Psychology; Medical psychology; Medicine; MEDLINE; Clinical psychology; Family medicine; Political 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008821028,0.0001500769,0.0003276525,0.0001392447,0.0001192001,0.00005617,0.000506762,0.0001680306,0.001359117],"category_scores_gemma":[0.007680749,0.0001045488,0.00007943447,0.0001082268,0.0001770935,0.0001448304,0.000105239,0.0002155992,0.00002103417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001011466,"about_ca_system_score_gemma":0.002137909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001547765,"about_ca_topic_score_gemma":0.001188491,"domain_scores_codex":[0.9968168,0.00006875123,0.0005859474,0.0002729278,0.002077161,0.0001784749],"domain_scores_gemma":[0.9986231,0.0001532102,0.000237769,0.0005145137,0.00008987541,0.0003815755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009192212,0.007263409,0.9901648,0.0001212667,0.0000639996,0.000007452983,0.001401745,3.254413e-7,0.000003359455,0.00003936417,0.0000557442,0.0007866221],"study_design_scores_gemma":[0.00416344,0.000209709,0.9932712,0.0008099147,0.0000160294,0.00001357731,0.0009811979,0.00008253138,0.00000378542,0.0003533734,0.00001840694,0.00007684725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964443,0.00007976052,0.00003388967,0.0002142028,0.0009304353,0.0005400511,0.000001793059,0.00001739166,0.001738184],"genre_scores_gemma":[0.9991276,0.00002148011,0.00009458631,0.0002012072,0.0001739517,0.00007481124,0.00002548899,0.00001323244,0.0002676428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007053699,"threshold_uncertainty_score":0.9995538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02950231102748634,"score_gpt":0.4258889434415305,"score_spread":0.3963866324140441,"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."}}