{"id":"W2064243766","doi":"10.1016/j.socscimed.2009.03.037","title":"Depression and mental health in neoliberal times: A critical analysis of policy and discourse","year":2009,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":191,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Governmentality; Mental health; Government (linguistics); Politics; Sociology; Social policy; Literacy; Public health; Public administration; Political science; Economic growth; Medicine; Psychiatry; Economics; Law; Nursing","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":[0.001538481,0.00008655847,0.0003638351,0.0004623594,0.0008097372,0.000002808407,0.00008881197,0.00005010228,0.00007872345],"category_scores_gemma":[0.000160774,0.0000623595,0.00001829691,0.001391034,0.0009151318,0.0001248641,0.00004797647,0.0001838062,7.273873e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002532288,"about_ca_system_score_gemma":0.0004871892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00373784,"about_ca_topic_score_gemma":0.0003918197,"domain_scores_codex":[0.9981605,0.0001911716,0.0004656605,0.0002438551,0.0004150199,0.0005238237],"domain_scores_gemma":[0.9992121,0.0001553304,0.0001328815,0.0000823201,0.0000438913,0.0003734716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001916427,0.000285682,0.5721452,0.0003619924,0.00001655655,0.000002053704,0.2840544,5.452869e-7,0.0008582702,0.03603939,0.001722769,0.1043214],"study_design_scores_gemma":[0.002465249,0.001115294,0.9543077,0.001180321,0.00006593197,8.665576e-7,0.03079506,0.001006117,0.00001448777,0.008134286,0.0007466009,0.0001680987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606445,0.0005662797,0.00002128376,0.03374792,0.0001431494,0.0004303958,0.0000241704,0.000009766774,0.004412547],"genre_scores_gemma":[0.990217,0.0001675886,0.00003954415,0.009276661,0.0001728226,0.000007331061,0.00002848619,0.000002378128,0.00008819285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3821625,"threshold_uncertainty_score":0.6227926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09094194644220194,"score_gpt":0.5272889516017929,"score_spread":0.436347005159591,"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."}}