{"id":"W4295235199","doi":"10.1002/capr.12581","title":"Effects of a statutory reform on waiting times for outpatient psychotherapy: A multicentre cohort study","year":2022,"lang":"en","type":"article","venue":"Counselling and Psychotherapy Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre","funders":"","keywords":"Statutory law; Mental health; Hazard ratio; Cohort; Medicine; Inequality; Proportional hazards model; Psychology; Demography; Psychiatry; Law; Political science; Sociology; Confidence interval","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":[0.002629572,0.0002269355,0.0003681196,0.0003465471,0.001028602,0.00004190626,0.0002999949,0.00007252249,0.0006852684],"category_scores_gemma":[0.000002245084,0.0001957864,0.00008712414,0.0003707423,0.0001026681,0.00004453546,0.000003480591,0.000504346,0.00001523885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001134606,"about_ca_system_score_gemma":0.00002992883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003133672,"about_ca_topic_score_gemma":0.0000378186,"domain_scores_codex":[0.9965529,0.0008060533,0.000440752,0.0006907221,0.0008350823,0.0006745209],"domain_scores_gemma":[0.9979323,0.001179103,0.0001693824,0.0004374727,0.0001400817,0.0001417305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.06151131,0.03736264,0.04959709,0.001522367,0.002493922,0.00009256333,0.305918,0.00007752485,0.001585227,0.01922453,0.01426509,0.5063497],"study_design_scores_gemma":[0.1445221,0.1711379,0.05439348,0.001468248,0.0004364351,0.00004128532,0.09625574,0.008052259,0.003334885,0.06401311,0.4526466,0.003697985],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828389,0.007928619,0.0002383998,0.0001963571,0.0008111484,0.00645853,0.00004878497,0.00004959754,0.001429636],"genre_scores_gemma":[0.9826896,0.005995163,0.00007698656,0.0003032867,0.0001589656,0.004153765,0.00002670683,0.00008284658,0.006512637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5026517,"threshold_uncertainty_score":0.798394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06720671368500564,"score_gpt":0.4432190452975967,"score_spread":0.3760123316125911,"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."}}