{"id":"W2950354975","doi":"","title":"The Lived Experience of Nursing Students With Mental Health Concerns: Recovering Not Condemned","year":2019,"lang":"en","type":"article","venue":"Sigma's 30th International Nursing Research Congress","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Algonquin College","funders":"","keywords":"Mental health; Mental health nursing; Nursing; Psychology; Medicine; Medical education; 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":[0.001632956,0.0001885859,0.0002868103,0.0002182079,0.0005529496,0.0001859286,0.00124633,0.0000768483,0.0004268482],"category_scores_gemma":[0.00008603882,0.0001411247,0.0000638059,0.0003059806,0.001205841,0.0002889704,0.00009880488,0.0005138417,0.00009863496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001189496,"about_ca_system_score_gemma":0.0003253756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004953805,"about_ca_topic_score_gemma":0.00003745935,"domain_scores_codex":[0.9953097,0.0005016812,0.0005494978,0.0005769648,0.00218955,0.0008726511],"domain_scores_gemma":[0.9979394,0.0005865339,0.0003041342,0.0005067135,0.0004312891,0.0002319456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.01481511,0.003960757,0.129315,0.0001318182,0.0005210777,0.00005892532,0.171602,0.00009574554,0.01403795,0.03566618,0.02218618,0.6076093],"study_design_scores_gemma":[0.0179674,0.01224766,0.3445344,0.02775024,0.00003361695,0.0004612752,0.5246602,0.002773624,0.03646703,0.005149744,0.02622228,0.001732582],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681649,0.000661022,0.00005072013,0.004682994,0.004766446,0.001220506,0.00003538986,0.00003333402,0.02038475],"genre_scores_gemma":[0.9927939,0.0002152847,0.00008523244,0.0002007042,0.0001538549,0.0000801203,0.00002314256,0.00003135648,0.006416405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6058767,"threshold_uncertainty_score":0.5754896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253795178478627,"score_gpt":0.5543993935941633,"score_spread":0.4290198757463007,"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."}}