{"id":"W4366277802","doi":"10.3390/jcm12082933","title":"Should Trazodone Be First-Line Therapy for Insomnia? A Clinical Suitability Appraisal","year":2023,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Idorsia Pharmaceuticals","keywords":"Medicine; Trazodone; Statement (logic); Medical prescription; Panel discussion; Psychiatry; Family medicine; Nursing; Antidepressant; 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":[0.01742101,0.001181352,0.005593205,0.004911676,0.0007050635,0.003227533,0.0021997,0.003249648,0.004180619],"category_scores_gemma":[0.04854562,0.000838227,0.003394015,0.003915805,0.001041563,0.002938548,0.001041129,0.002436504,0.001126054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004282631,"about_ca_system_score_gemma":0.01451265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003042084,"about_ca_topic_score_gemma":0.01109088,"domain_scores_codex":[0.9905983,0.002997953,0.002767404,0.0003754836,0.003023046,0.000237804],"domain_scores_gemma":[0.9628686,0.02066914,0.006239316,0.0005730011,0.009002755,0.0006471298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003580746,0.00006596417,0.0004460441,0.5101471,0.00148975,0.0003254795,0.0003005262,0.0001503343,0.0005334308,0.001994577,0.0393217,0.444867],"study_design_scores_gemma":[0.0004134632,0.0004827055,0.002559691,0.6880558,0.005940386,0.0008341747,0.000478633,0.0002265497,0.0002615778,0.002028747,0.2986637,0.00005463292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001254791,0.9950505,0.000101103,0.003023105,0.0008045336,0.0002227378,0.00003648032,0.000004454069,0.000631657],"genre_scores_gemma":[0.002627729,0.9936296,0.0006662288,0.001946519,0.0005690731,0.0002592824,0.00006083129,0.000003176141,0.0002375152],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01742101,"threshold_uncertainty_score":0.09213221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5465265655177391,"score_gpt":0.624593652581481,"score_spread":0.07806708706374188,"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."}}