{"id":"W4386291749","doi":"10.3389/fpubh.2023.1233201","title":"Mapping the insomnia patient journey in Europe and Canada","year":2023,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Sleep and related disorders","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Idorsia Pharmaceuticals","keywords":"Insomnia; Medicine; Psychiatry; Psychology","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":[0.002023034,0.0002573134,0.0003925092,0.002208656,0.01048523,0.004769227,0.001291839,0.0008501787,0.003505419],"category_scores_gemma":[0.004431787,0.0002920848,0.0005365336,0.007954093,0.001627965,0.00142533,0.004565889,0.001247478,0.0002354506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0861503,"about_ca_system_score_gemma":0.1749458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9908205,"about_ca_topic_score_gemma":0.9942752,"domain_scores_codex":[0.9978393,0.0003561967,0.0001440417,0.0001432994,0.0004835325,0.00103372],"domain_scores_gemma":[0.9942385,0.0004635125,0.0004156887,0.00009723661,0.002627228,0.002157771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006511323,0.0002914598,0.5158387,0.001462232,0.0001740432,0.004562791,0.2527848,0.001246676,0.0009340618,0.008480557,0.06079679,0.1527766],"study_design_scores_gemma":[0.00004017652,0.00009925262,0.418486,0.001418885,0.0000395309,0.0005850694,0.4776476,0.0006975051,0.000179885,0.0005702247,0.1001204,0.0001154105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9305495,0.006615924,0.0006471273,0.02050157,0.0002015728,0.0004632239,0.008097033,0.00007933166,0.03284467],"genre_scores_gemma":[0.9765261,0.007144637,0.001833762,0.004183982,0.00002737096,0.0002726627,0.003126867,0.00005573647,0.006828881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0861503,"threshold_uncertainty_score":0.6250671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03505836380315119,"score_gpt":0.2705269556022226,"score_spread":0.2354685917990714,"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."}}