{"id":"W3173795277","doi":"10.1192/bjo.2021.486","title":"Assessing DNA rates for new referrals in older adults","year":2021,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audit; Referral; Medicine; Mental health; Quarter (Canadian coin); Family medicine; Psychiatry","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":[0.00347512,0.0002449903,0.0004137683,0.003175057,0.0005561631,0.0009810537,0.0007966825,0.000591354,0.00425245],"category_scores_gemma":[0.02619365,0.0004487419,0.0005718929,0.00184475,0.0004362816,0.0008071351,0.001242716,0.0008146829,0.0009493872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001558174,"about_ca_system_score_gemma":0.001174163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01430203,"about_ca_topic_score_gemma":0.01822756,"domain_scores_codex":[0.9942186,0.001265895,0.001559317,0.0007070745,0.001681088,0.0005679933],"domain_scores_gemma":[0.9611303,0.005066657,0.02684133,0.0006867276,0.003837169,0.002437822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009586896,0.00003993875,0.9885937,0.0001979501,0.00001342827,0.0002273733,0.0007773488,0.00004756691,0.0002208723,0.0000373992,0.0006924731,0.009056065],"study_design_scores_gemma":[0.000005572244,0.0002657572,0.9958487,0.0001715816,0.00001401512,0.0009326949,0.001440007,0.0001331268,0.0001659441,0.00002450969,0.00098532,0.00001281006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914455,0.002400113,0.0004219427,0.0005899534,0.00007637536,0.0002232444,0.0018368,0.00006711104,0.002938846],"genre_scores_gemma":[0.9947514,0.001361648,0.001169116,0.0002544555,0.00007556,0.0001454763,0.0008203369,0.00001819624,0.001403758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01430203,"threshold_uncertainty_score":0.02843761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1197060650469724,"score_gpt":0.5099198587241129,"score_spread":0.3902137936771405,"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."}}