{"id":"W2782412603","doi":"10.53841/bpscpf.2018.1.303.9","title":"Old wine in new bottles? On the new NICE guidelines for depression","year":2018,"lang":"en","type":"article","venue":"Clinical Psychology Forum","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Nice; Excellence; Guideline; Wine; Depression (economics); Psychological intervention; Medicine; Psychiatry; Psychology; Political science; Economics; Computer science; Art; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05244455,0.001359827,0.003671638,0.004332329,0.003297656,0.01036046,0.005956657,0.01893843,0.01105523],"category_scores_gemma":[0.1822008,0.001431178,0.004149413,0.00357909,0.007838255,0.01340778,0.006259234,0.03404429,0.008111451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007537439,"about_ca_system_score_gemma":0.02331816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02060389,"about_ca_topic_score_gemma":0.05000433,"domain_scores_codex":[0.9266937,0.03362937,0.0131548,0.00154811,0.02273261,0.002241287],"domain_scores_gemma":[0.8989356,0.04582047,0.009425436,0.003503115,0.03485448,0.007461003],"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":[0.00004745634,0.00004412943,0.0001808768,0.001088446,0.0000600707,0.0001084411,0.0003659289,0.00007578007,0.0000598114,0.009113925,0.9479045,0.04095062],"study_design_scores_gemma":[0.0001559968,0.0001118448,0.000938111,0.01550685,0.000124471,0.0002723854,0.0007502992,0.0001078609,0.00008796024,0.01828353,0.96355,0.0001107157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002481429,0.03316976,0.000992088,0.9358187,0.01998188,0.0001099837,0.0002519285,0.0001070944,0.009320413],"genre_scores_gemma":[0.006657645,0.06635384,0.01514751,0.8745111,0.02636502,0.0006318085,0.000927856,0.0003692564,0.009035927],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05244455,"threshold_uncertainty_score":0.2773566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.920206839572514,"score_gpt":0.8137743245968136,"score_spread":0.1064325149757004,"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."}}