{"id":"W6887679776","doi":"10.17605/osf.io/jtgaw","title":"Assessing Public Demand for Mental Health Insurance: The Role of Self-Interest and Ideology","year":2025,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Public health; Ideology; Mental health law; Stigma (botany); Politics; Health policy; Middle Eastern Mental Health Issues & Syndromes","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007284248,0.0007154061,0.001297717,0.0006421737,0.0003122876,0.0002964701,0.001793062,0.0006333541,0.1156506],"category_scores_gemma":[0.002099631,0.0006592742,0.0003162201,0.0003724356,0.0006274099,0.0002999022,0.002539309,0.0007779637,0.116398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004723725,"about_ca_system_score_gemma":0.001088194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009021848,"about_ca_topic_score_gemma":0.001421533,"domain_scores_codex":[0.9930286,0.001674498,0.00112452,0.002850621,0.0004339077,0.0008878857],"domain_scores_gemma":[0.9929324,0.0008660211,0.001651513,0.00406311,0.000208363,0.0002785947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003402829,0.001437467,0.1561375,0.002547883,0.003044619,0.000005703064,0.003334632,0.00003084009,0.002880582,0.02217144,0.7287402,0.07932892],"study_design_scores_gemma":[0.001681485,0.000003991168,0.02171029,0.0008655789,0.0001222834,0.00005467135,0.0005767504,0.0004515823,0.001121092,0.005667532,0.9671398,0.0006049718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009059046,0.0001591226,0.001086386,0.001132035,0.0005722716,0.004558519,0.0007974872,0.0005406952,0.9820945],"genre_scores_gemma":[0.2405184,0.0007827081,0.004623651,0.0003361469,0.0002086056,0.0008404483,0.0002060059,0.0009114642,0.7515726],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2383996,"threshold_uncertainty_score":0.9995859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02147457461655094,"score_gpt":0.3075736290376482,"score_spread":0.2860990544210972,"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."}}