{"id":"W4399246060","doi":"10.1111/ijn.13267","title":"Do academic advising and levels of support affect nursing students' mental health? A cross‐sectional study","year":2024,"lang":"en","type":"article","venue":"International Journal of Nursing Practice","topic":"Nursing education and management","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Cross-sectional study; Affect (linguistics); Mental health; Mental health nursing; Nursing; Psychology; Medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027312,0.0002098327,0.0002977175,0.0007972156,0.000191452,0.0006554504,0.0004775472,0.00008413945,0.00008930163],"category_scores_gemma":[0.0005140951,0.0002078899,0.0001377568,0.0002631781,0.0001906614,0.00162676,0.00004553819,0.0007625847,0.000009854589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001425528,"about_ca_system_score_gemma":0.0002359674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002046457,"about_ca_topic_score_gemma":8.590655e-7,"domain_scores_codex":[0.9961101,0.0003950851,0.001112107,0.0003349702,0.001778666,0.000269076],"domain_scores_gemma":[0.9976278,0.0005498456,0.0009349629,0.0001429801,0.0005783662,0.0001660655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004187578,0.008098138,0.03311917,0.0001714165,0.001551091,0.0001581608,0.09094872,0.0002062023,0.003878145,0.002000409,0.0472305,0.8084505],"study_design_scores_gemma":[0.0065437,0.005514423,0.8356622,0.01619858,0.0008297533,0.01154437,0.03992369,0.0005199023,0.001348931,0.003906311,0.07723267,0.0007755107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8421048,0.005735928,0.002817154,0.05993614,0.08629005,0.0008597674,0.00004475554,0.0000981594,0.002113253],"genre_scores_gemma":[0.9962742,0.0001242414,0.00158533,0.0006059849,0.000993903,0.000002697408,0.000006007519,0.00004048101,0.0003670983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8076749,"threshold_uncertainty_score":0.8477505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06945899916069408,"score_gpt":0.5229961197313283,"score_spread":0.4535371205706342,"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."}}