{"id":"W2008593601","doi":"10.4236/ojpsych.2013.31a014","title":"Depression profiles in skin disorders","year":2013,"lang":"en","type":"article","venue":"Open Journal of Psychiatry","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psoriasis; Seborrheic dermatitis; Depression (economics); Alexithymia; Mood; Toronto Alexithymia Scale; Medicine; Mood disorders; Dermatology; Clinical psychology; Profile of mood states; Psychology; Anxiety; 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":[0.0003210292,0.0002023448,0.0002811883,0.0004435959,0.0002753862,0.0003978788,0.0001236232,0.000164504,0.002937702],"category_scores_gemma":[0.0009282164,0.00007286698,0.0002379913,0.0004648057,0.0001231994,0.0001641712,0.000329057,0.000274923,0.0003856658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002492572,"about_ca_system_score_gemma":0.0001638864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006936474,"about_ca_topic_score_gemma":0.0009327569,"domain_scores_codex":[0.9997572,0.00006550417,0.00003863718,0.00004039091,0.00005600267,0.00004222094],"domain_scores_gemma":[0.9997539,0.00004510121,0.0001033256,0.000007898198,0.00005040476,0.00003934882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004556074,0.000137389,0.9078606,0.0004410328,0.0002139967,0.001243687,0.0003781181,0.0001112577,0.002609875,0.0002109062,0.001888175,0.0844493],"study_design_scores_gemma":[0.00002591546,0.000209898,0.991072,0.0001072788,0.00006941134,0.005334465,0.0002617749,0.0001587104,0.0002634438,0.0002285393,0.002262922,0.000005504681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807975,0.007487577,0.0006854288,0.0005944713,0.00007591405,0.0001857598,0.001111142,0.00002125732,0.009040968],"genre_scores_gemma":[0.9976942,0.001023817,0.000278692,0.0001407669,0.00003055549,0.00002668647,0.0003730934,0.000001135126,0.0004310755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002937702,"threshold_uncertainty_score":0.009827614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008781909429169208,"score_gpt":0.2892341250030885,"score_spread":0.2804522155739193,"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."}}