{"id":"W2565191345","doi":"","title":"Discourse / Discours - The Mental Health of Those Who Serve Canada","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Psychiatry; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.008920262,0.0005451633,0.000701675,0.001511014,0.05385595,0.01701977,0.003289158,0.01136734,0.01341302],"category_scores_gemma":[0.02722096,0.0005414963,0.0006159028,0.002808479,0.02316171,0.004293238,0.008997831,0.02083174,0.001087723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1356983,"about_ca_system_score_gemma":0.3060595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.979768,"about_ca_topic_score_gemma":0.9854543,"domain_scores_codex":[0.987089,0.002998365,0.0003740595,0.0007421297,0.003448574,0.005347928],"domain_scores_gemma":[0.9620529,0.008906039,0.002106481,0.0004567402,0.01027299,0.01620485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007439769,0.0001427005,0.01373798,0.0004934951,0.0000434408,0.001402722,0.4704962,0.00018973,0.0007592391,0.2026339,0.2874053,0.02262077],"study_design_scores_gemma":[0.00002652302,0.00002649062,0.01096771,0.000873076,0.00003557557,0.0002212889,0.4560902,0.0001246296,0.000360312,0.005726884,0.5254651,0.00008223665],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06707677,0.006089299,0.0002895161,0.7660541,0.003506706,0.0000603419,0.0002726304,0.00003124242,0.1566194],"genre_scores_gemma":[0.7398565,0.005259643,0.0003008248,0.1895076,0.0008988432,0.00007055249,0.0001134098,0.00006946835,0.0639232],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1356983,"threshold_uncertainty_score":0.984565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5151043186809019,"score_gpt":0.5724808687665349,"score_spread":0.05737655008563303,"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."}}