{"id":"W4394626541","doi":"10.5114/psychs.2024.138718","title":"Sprawozdanie z warsztatów „Depresja, zaburzenia lękowe, zaburzenia snu” przeprowadzonych w trakcie Kongresu TOP MEDICAL TRENDS 2024","year":2024,"lang":"pl","type":"article","venue":"Psychiatria Spersonalizowana","topic":"Public health and occupational medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Physics; Hydrology (agriculture); Geology; Geotechnical engineering","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":[0.00230423,0.0006607902,0.0007983624,0.002858847,0.003405128,0.004564463,0.0007931511,0.00208164,0.07940074],"category_scores_gemma":[0.009190741,0.0006777078,0.001120379,0.002444918,0.002249803,0.0051192,0.004342902,0.0064695,0.03309557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003107352,"about_ca_system_score_gemma":0.01029172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02569947,"about_ca_topic_score_gemma":0.04891774,"domain_scores_codex":[0.9978411,0.0005441509,0.0002249328,0.0001851448,0.0008058618,0.0003987597],"domain_scores_gemma":[0.9942129,0.0007121793,0.0006406629,0.0001922438,0.002149787,0.002092152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001111268,0.000106173,0.007441717,0.00109109,0.00005597523,0.0002196566,0.001901227,0.00004925755,0.000361277,0.005527675,0.8386668,0.144468],"study_design_scores_gemma":[0.00005082072,0.0001014566,0.03640067,0.002660098,0.00006465232,0.0007778366,0.005009197,0.00007333512,0.0004075189,0.005086315,0.9492996,0.00006865618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01910035,0.1511225,0.003091632,0.5271846,0.03499459,0.0004985092,0.01228953,0.0009300054,0.2507884],"genre_scores_gemma":[0.1236748,0.360395,0.01121495,0.1169904,0.01748474,0.001444079,0.01254997,0.0009088094,0.3553372],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07940074,"threshold_uncertainty_score":0.265622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373485478741308,"score_gpt":0.3850334491243146,"score_spread":0.3612985943369016,"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."}}