{"id":"W2158155734","doi":"10.1192/pb.bp.107.018358","title":"Liaison psychiatrist in a specialist diabetes centre","year":2008,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Diabetes Management and Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health","funders":"","keywords":"Referral; Psychiatry; Medicine; Diabetes mellitus; Mood; Mood disorders; Family medicine; Anxiety","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":[0.0006277215,0.000287022,0.0002779151,0.0008910652,0.002628211,0.00101708,0.0006681583,0.0009427404,0.02538118],"category_scores_gemma":[0.003797326,0.0003945156,0.0002626372,0.0005576932,0.0003803663,0.0005845719,0.0009112474,0.001256367,0.002167125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001610341,"about_ca_system_score_gemma":0.00242912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008954875,"about_ca_topic_score_gemma":0.02425237,"domain_scores_codex":[0.998906,0.0003210301,0.00007798628,0.0002086351,0.0001873901,0.0002988972],"domain_scores_gemma":[0.9944668,0.0005758301,0.001512019,0.000103587,0.0004067512,0.002935054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0006553539,0.002628474,0.8870657,0.0006522927,0.000101297,0.02453501,0.003788276,0.0001850338,0.003140244,0.0002912089,0.02355886,0.05339827],"study_design_scores_gemma":[0.0004666335,0.004542611,0.9010494,0.0009470914,0.0001573088,0.05714775,0.01408892,0.0006423975,0.0008401134,0.000359007,0.0196936,0.00006515676],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732279,0.002528964,0.0006119781,0.002376329,0.0004781083,0.0004812316,0.0005272553,0.0001851941,0.01958309],"genre_scores_gemma":[0.989151,0.0009125212,0.001246907,0.003122704,0.0004167937,0.0002134267,0.0002448106,0.00001297093,0.004678772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02538118,"threshold_uncertainty_score":0.08490849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174418105943699,"score_gpt":0.2358299559526377,"score_spread":0.2240857748932007,"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."}}