{"id":"W2982374275","doi":"10.1017/s003329171900299x","title":"The reality of at risk mental state services: a response to recent criticisms","year":2019,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Medical Research Council; National Institute for Health and Care Research","keywords":"Psychology; State (computer science); Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1203692,0.0009836348,0.001476506,0.003252824,0.01107356,0.02130822,0.006303247,0.04395663,0.004191194],"category_scores_gemma":[0.2500403,0.001274033,0.00199522,0.004809885,0.03736591,0.02392514,0.01245654,0.07846953,0.001025532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02269858,"about_ca_system_score_gemma":0.0203899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01438753,"about_ca_topic_score_gemma":0.02249218,"domain_scores_codex":[0.9233398,0.0412149,0.007863562,0.00561868,0.01886022,0.00310281],"domain_scores_gemma":[0.5225185,0.3875296,0.01717851,0.007907178,0.05294774,0.01191836],"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":[0.0001455665,0.00009190074,0.003999777,0.002994944,0.00009739423,0.001503632,0.04097217,0.0003848291,0.000408596,0.1770737,0.6872758,0.08505163],"study_design_scores_gemma":[0.00008961347,0.0001369874,0.005979341,0.009101521,0.00008530598,0.001700193,0.04546245,0.0006273228,0.0002816863,0.05454424,0.881789,0.0002023614],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006010269,0.005512265,0.0001674527,0.9901661,0.002579961,0.000005105497,0.000008767061,0.000008533464,0.0009507447],"genre_scores_gemma":[0.03569295,0.0148514,0.001266205,0.9306335,0.01596118,0.00006299761,0.00002531957,0.00008718213,0.001419188],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1203692,"threshold_uncertainty_score":0.6365806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04826554083607906,"score_gpt":0.405643328026888,"score_spread":0.3573777871908089,"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."}}