{"id":"W4283312659","doi":"10.1177/17456916211071079","title":"Only Human: Mental-Health Difficulties Among Clinical, Counseling, and School Psychology Faculty and Trainees","year":2022,"lang":"en","type":"article","venue":"Perspectives on Psychological Science","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Mental health; Psychology; Anxiety; Population; Psychiatry; Clinical psychology; Depression (economics); Internship; Medicine; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001387079,0.00008306259,0.000198961,0.0006537087,0.001307461,0.00116948,0.0004139677,0.0005938783,0.004237296],"category_scores_gemma":[0.009835511,0.0001541727,0.0001121222,0.0006779966,0.001115036,0.001393973,0.00149907,0.000918509,0.0002394482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007897813,"about_ca_system_score_gemma":0.00205749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01065948,"about_ca_topic_score_gemma":0.02460177,"domain_scores_codex":[0.9988483,0.0003962388,0.00005631701,0.0001102761,0.000265674,0.000323125],"domain_scores_gemma":[0.9963265,0.0008066581,0.001166399,0.0001885448,0.000307444,0.001204353],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003302247,0.00007024606,0.9622033,0.0000649318,0.00001416714,0.0002272455,0.01198243,0.00002622412,0.0002824884,0.0004144306,0.001802264,0.02287932],"study_design_scores_gemma":[0.000003802302,0.00008888225,0.9590605,0.000121179,0.000007380148,0.001006049,0.03609892,0.00005950837,0.00009365284,0.0003321061,0.003119775,0.000008148266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939579,0.0007055977,0.00006608114,0.003300378,0.00002434428,0.000008410012,0.00008164836,0.000003200518,0.001852459],"genre_scores_gemma":[0.9990527,0.0002959544,0.00003281024,0.0003508558,0.00002057941,0.000005194771,0.00002404591,9.355016e-7,0.0002169902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9986129,"threshold_uncertainty_score":0.02119488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0965805063200293,"score_gpt":0.512491379250023,"score_spread":0.4159108729299937,"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."}}