{"id":"W2077462197","doi":"10.1192/apt.bp.113.011478","title":"METIS: a Swedish programme to boost recruitment in psychiatry","year":2014,"lang":"en","type":"article","venue":"Advances in Psychiatric Treatment","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metis; Competence (human resources); Psychiatry; Medicine; Psychology; Medical education; Social psychology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005463475,0.0006121688,0.0003424754,0.001463061,0.002167008,0.002177397,0.001038574,0.001008209,0.02282306],"category_scores_gemma":[0.005489814,0.0003537128,0.0005623649,0.0006696331,0.0007231978,0.0006871229,0.007071558,0.002103916,0.007604159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002243415,"about_ca_system_score_gemma":0.0145739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00267167,"about_ca_topic_score_gemma":0.005195396,"domain_scores_codex":[0.9969491,0.001257386,0.00008297124,0.0001541718,0.0005110401,0.001045291],"domain_scores_gemma":[0.9863536,0.0009181886,0.0003911053,0.0002670831,0.00077813,0.01129188],"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":[0.001827839,0.005629545,0.01711738,0.0007702241,0.00004993266,0.000710836,0.003837517,0.0009655161,0.004709694,0.005456982,0.3317649,0.6271597],"study_design_scores_gemma":[0.001748428,0.006273394,0.186165,0.000886668,0.00004227221,0.0009042387,0.007909738,0.001488906,0.003209529,0.003963965,0.7873171,0.00009070851],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6485362,0.005547139,0.008438897,0.08366282,0.01657726,0.006546158,0.002910228,0.005233061,0.2225483],"genre_scores_gemma":[0.7414885,0.003257093,0.02640784,0.01098105,0.004248727,0.006465194,0.004298598,0.0007034281,0.2021495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02282306,"threshold_uncertainty_score":0.07635075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0347370977925539,"score_gpt":0.3929053011877621,"score_spread":0.3581682033952082,"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."}}