{"id":"W2058566950","doi":"10.5539/gjhs.v2n2p172","title":"The Status of a Trainee Teacher with Mental Health Problems: Dilemmas on Inclusion and Exclusion in Higher Education","year":2010,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Mental health; Inclusion–exclusion principle; Inclusion and exclusion criteria; Psychology; Medicine; Social psychology; Psychiatry; Political science; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002486218,0.0002348051,0.0003299466,0.001041294,0.01169417,0.00264408,0.00104819,0.002365099,0.004375073],"category_scores_gemma":[0.008211313,0.0002735161,0.0002575075,0.0005249455,0.00428364,0.002049579,0.004232178,0.002871307,0.0003993958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002230279,"about_ca_system_score_gemma":0.004829806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01079473,"about_ca_topic_score_gemma":0.03100486,"domain_scores_codex":[0.9973404,0.001033764,0.0001286621,0.000107209,0.0003140475,0.001075964],"domain_scores_gemma":[0.9960179,0.001020804,0.0007674138,0.0001069678,0.0003669235,0.001720133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002772968,0.0006954927,0.3242837,0.0004189003,0.00002327644,0.2257669,0.3041954,0.0001805264,0.002668116,0.01002846,0.01559715,0.1158649],"study_design_scores_gemma":[0.00002208023,0.0003123705,0.08909331,0.0006738702,0.00002723685,0.1339216,0.7380877,0.0004095908,0.001179578,0.003905567,0.03230192,0.00006522278],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494191,0.0007237275,0.0006831189,0.03251822,0.0002291573,0.00004274533,0.00001811754,0.00002317874,0.01634261],"genre_scores_gemma":[0.9962932,0.0002541393,0.0002997121,0.0008340145,0.0000632271,0.00001102995,0.00000633821,0.000004008232,0.002234288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01169417,"threshold_uncertainty_score":0.02146381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05024501300587494,"score_gpt":0.43599682972696,"score_spread":0.3857518167210851,"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."}}