{"id":"W1966591118","doi":"10.1503/cmaj.060880","title":"UK needs 10 000 more therapists","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Anxiety; Psychiatry; Mental illness; Medicine; Mental health; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003653493,0.001162395,0.001042998,0.001650453,0.002749659,0.003696052,0.001461438,0.007973604,0.5491446],"category_scores_gemma":[0.006107274,0.001235171,0.001535007,0.001113835,0.0008706768,0.003319265,0.005094617,0.003790993,0.2826472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003271569,"about_ca_system_score_gemma":0.01226522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02060233,"about_ca_topic_score_gemma":0.05670353,"domain_scores_codex":[0.9944641,0.001319184,0.0003481579,0.0006868033,0.001639017,0.001542664],"domain_scores_gemma":[0.9790137,0.001313238,0.0006332535,0.001032557,0.003335694,0.01467144],"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":[0.0001527647,0.0002435192,0.001217591,0.000275471,0.00001333335,0.0004096738,0.0001725144,0.0000491441,0.0004575445,0.001046287,0.9141942,0.08176795],"study_design_scores_gemma":[0.00008038241,0.00009910437,0.003113514,0.0002796417,0.000008505306,0.0004490491,0.0004537368,0.00004806238,0.00003191052,0.0002783573,0.9951439,0.00001384299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01310657,0.01652155,0.002096781,0.2260104,0.03301376,0.0007480229,0.004485006,0.002853478,0.7011644],"genre_scores_gemma":[0.02414562,0.00559537,0.003232487,0.06522457,0.003606992,0.0004934808,0.0033962,0.0003511648,0.893954],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5491446,"threshold_uncertainty_score":0.6430905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006836735543694327,"score_gpt":0.2894042072067843,"score_spread":0.2825674716630899,"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."}}