{"id":"W7133075780","doi":"","title":"Biomarkers of Agitation in Patients with Alzheimer's disease","year":2019,"lang":"","type":"dissertation","venue":"TSpace","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Alzheimer Society; Consortium canadien en neurodégénérescence associée au vieillissement; Alzheimer's Drug Discovery Foundation","keywords":"Biomarker; Disease; Severity of illness; Psychomotor agitation; Clinical trial; Longitudinal study","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001228534,0.0005349143,0.0007874063,0.002483121,0.0003223495,0.0008165851,0.0002568027,0.0005541135,0.0006766175],"category_scores_gemma":[0.002221333,0.0002027264,0.0005467515,0.001691287,0.0001952475,0.0004650319,0.0003655452,0.0003687835,0.0001801587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000438796,"about_ca_system_score_gemma":0.0003287525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001328208,"about_ca_topic_score_gemma":0.002114207,"domain_scores_codex":[0.999449,0.0001445341,0.0001556393,0.00007024573,0.0001388879,0.00004176403],"domain_scores_gemma":[0.9985537,0.0002352901,0.0007833334,0.00004560555,0.0002894907,0.00009249159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001534167,0.0001123299,0.9809369,0.0002179508,0.0003383916,0.000183695,0.00009681909,0.00005668375,0.001335451,0.00003147888,0.0002808744,0.01487514],"study_design_scores_gemma":[0.00006977418,0.0009971606,0.9957368,0.00006455291,0.0002833507,0.0006335154,0.000205281,0.0001700704,0.0007919561,0.0001002563,0.0009329758,0.0000142665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789374,0.01868629,0.0002908048,0.0001737949,0.00006258701,0.0000734723,0.0006431024,0.00001516453,0.001117364],"genre_scores_gemma":[0.9946644,0.003221005,0.0007363753,0.000112883,0.00006405081,0.00005901053,0.000593231,0.000001581538,0.0005474769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002483121,"threshold_uncertainty_score":0.006497204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02297047185903109,"score_gpt":0.3665690760407999,"score_spread":0.3435986041817688,"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."}}