{"id":"W6942371125","doi":"10.1371/journal.pone.0289147.s023","title":"Baseline characteristics of patients > 65 years.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Intervention (counseling); Primary care; Benzodiazepine; Anxiety; Cohort; SAFER; Focus group","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":[0.0003633941,0.0003145273,0.0004666681,0.001092011,0.0005497985,0.0003682307,0.0002903119,0.0005141368,0.0136954],"category_scores_gemma":[0.001746932,0.0002266674,0.0004139541,0.00183984,0.0001947992,0.0004947642,0.0003011447,0.0005388919,0.002071388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001057202,"about_ca_system_score_gemma":0.001339479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03543606,"about_ca_topic_score_gemma":0.03205185,"domain_scores_codex":[0.9996789,0.00002160339,0.00004362889,0.00007708712,0.00007964199,0.00009925019],"domain_scores_gemma":[0.9992269,0.0000797293,0.0003421157,0.00003663002,0.0001290457,0.0001855672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00116647,0.0002938735,0.9725289,0.0001627434,0.0001133495,0.000327962,0.0001942448,0.0002092893,0.0002448749,0.0001420245,0.01667286,0.007943463],"study_design_scores_gemma":[0.0001111869,0.0002966871,0.9911774,0.00006840835,0.00003653079,0.0002649752,0.0003109598,0.0002400378,0.00002603485,0.0001041552,0.007351137,0.000012388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.823387,0.002507653,0.0005380392,0.00100112,0.0002267353,0.0008143488,0.1489556,0.00006202969,0.02250743],"genre_scores_gemma":[0.9430183,0.001027169,0.0002934616,0.001166439,0.0001695949,0.001546028,0.04380214,0.00001536925,0.008961445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03543606,"threshold_uncertainty_score":0.0704596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02573915351414637,"score_gpt":0.2798461442676394,"score_spread":0.254106990753493,"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."}}