{"id":"W6921081014","doi":"10.6084/m9.figshare.26094340","title":"Additional file 1 of Sleep and liver function biomarkers in relation to risk of incident liver cancer: a nationwide prospective cohort study","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Liver cancer; Prospective cohort study; Liver disease; Liver function; Cancer; Cohort study; Cohort","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001330077,0.0009826847,0.001399331,0.001562381,0.0012874,0.0009518774,0.001263961,0.001177249,0.5060748],"category_scores_gemma":[0.01767886,0.0005818129,0.001073302,0.004999331,0.000181277,0.001232838,0.0007478515,0.001035652,0.038433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138584,"about_ca_system_score_gemma":0.001930446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01911166,"about_ca_topic_score_gemma":0.02442916,"domain_scores_codex":[0.9988977,0.0002265605,0.0002439887,0.0002740399,0.0001873731,0.0001702699],"domain_scores_gemma":[0.9906932,0.004888741,0.00157897,0.0008160678,0.001674054,0.0003489455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008988907,0.0001923437,0.03352317,0.002605763,0.0002169632,0.0001568989,0.0001761407,0.0005352201,0.0001312127,0.0006802177,0.953078,0.007805349],"study_design_scores_gemma":[0.01379989,0.001475025,0.4841591,0.009073997,0.001376646,0.001793923,0.001595058,0.006221067,0.0008858947,0.008880289,0.4703169,0.0004222449],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001452104,0.00003742217,0.0002336937,0.00009684159,0.00002056974,0.000210426,0.9970258,0.00005163673,0.0008715515],"genre_scores_gemma":[0.04425073,0.0003755525,0.00411872,0.0007935989,0.0002045789,0.009324206,0.9275441,0.0003046972,0.01308384],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4939252,"threshold_uncertainty_score":0.7045244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239012188760859,"score_gpt":0.2891310547011657,"score_spread":0.2767409328135571,"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."}}