{"id":"W4281699425","doi":"10.1002/icd.2349","title":"Social support and <scp>end‐of‐semester</scp> depression, burnout, and adjustment in students making the transition to university","year":2022,"lang":"en","type":"article","venue":"Infant and Child Development","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Moderation; Depression (economics); Social support; Burnout; Depressive symptoms; Clinical psychology; Psychiatry; Anxiety; Psychotherapist; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008000822,0.0001374858,0.0002452634,0.0001398157,0.001681159,0.000008023711,0.0001455431,0.00007910332,0.00004299572],"category_scores_gemma":[0.00001606349,0.0001061531,0.00001837696,0.0001662608,0.00004424182,0.00006347965,0.000635154,0.0004452674,0.000001309219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001132109,"about_ca_system_score_gemma":0.0002418852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001634553,"about_ca_topic_score_gemma":0.0002196006,"domain_scores_codex":[0.9982591,0.0003183396,0.0004048785,0.000278946,0.0004053212,0.0003334266],"domain_scores_gemma":[0.9994501,0.0001590581,0.0001460057,0.00008955069,0.00004662203,0.0001086125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000128817,0.0001295261,0.8177736,0.0003364057,0.00004520448,0.00002544991,0.1425976,0.000004604816,0.00002404461,0.0003861221,0.001448404,0.03710021],"study_design_scores_gemma":[0.0009540541,0.00004790568,0.9317845,0.000612865,0.00001101764,0.000007477805,0.02572388,0.000009304199,0.0000173741,0.00007369146,0.0406877,0.00007028592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943987,0.001100091,0.00002221029,0.002687139,0.0001989859,0.0007980886,0.0000353917,0.00001563221,0.0007437223],"genre_scores_gemma":[0.9970834,0.0004048873,0.0001526006,0.001936602,0.00005831531,0.00006380197,0.00002397725,0.000009705515,0.000266693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1168737,"threshold_uncertainty_score":0.9996185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0257484350665799,"score_gpt":0.3513610336731988,"score_spread":0.3256125986066189,"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."}}