{"id":"W1624711255","doi":"10.3233/wor-2008-00699","title":"Disclosure of mental health","year":2008,"lang":"en","type":"article","venue":"Work","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Competence (human resources); Mental health; Legislation; Public relations; Work (physics); Process (computing); Mental illness; Psychology; Compliance (psychology); Business; Social psychology; Political science; Engineering; Computer science","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":[0.0002425425,0.00002287881,0.00006109624,0.00001830728,0.0002819854,0.000001854493,0.00005610345,0.00002687574,0.0001491836],"category_scores_gemma":[0.00002019367,0.00002127608,0.0000157034,0.0002495325,0.0001002581,0.00002459602,0.000006006959,0.00004407078,0.00001855001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003595767,"about_ca_system_score_gemma":0.0001893159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002521428,"about_ca_topic_score_gemma":0.0008043319,"domain_scores_codex":[0.9994957,0.00006692903,0.0001066815,0.00005067751,0.0001669965,0.0001129619],"domain_scores_gemma":[0.9998057,0.00001517029,0.00004625641,0.00005112408,0.00002905884,0.00005271647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002036051,0.0001619875,0.09566999,0.00003161688,0.00001361006,0.000004397798,0.2112793,3.697017e-7,0.00001028829,0.403949,0.1862723,0.1025868],"study_design_scores_gemma":[0.00008347319,0.00002570815,0.02277229,0.00002906496,2.061223e-7,5.972276e-7,0.007990111,1.268148e-7,0.00001190666,0.000279843,0.9687665,0.00004014462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6492131,0.001137638,0.00002306263,0.2941488,0.0004715119,0.0001576036,0.000005038991,0.00005938098,0.05478384],"genre_scores_gemma":[0.9967101,0.0006670326,0.0001600872,0.0006811117,0.0001049955,0.000001448897,0.00000209112,0.000002197633,0.001670889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7824942,"threshold_uncertainty_score":0.2168832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08790997671798194,"score_gpt":0.3827729574595967,"score_spread":0.2948629807416147,"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."}}