{"id":"W6949210945","doi":"10.5281/zenodo.15042190","title":"GSSO Digital Health Hub Community Dialogue/Hub Development Session Presentation 3","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Plant-Derived Bioactive Compounds","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Dementia Research Alliance; University of Victoria","funders":"","keywords":"Presentation (obstetrics); Alliance; Session (web analytics); Digital health; Equity (law); Community-based participatory research; Telemedicine; Research proposal","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0169416,0.0009253316,0.0005780978,0.001276383,0.01083083,0.01015592,0.002730947,0.008754719,0.2448757],"category_scores_gemma":[0.01287678,0.0005441305,0.001028198,0.000993839,0.002020005,0.00439465,0.01822588,0.008989553,0.05650856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009847629,"about_ca_system_score_gemma":0.03079348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02717461,"about_ca_topic_score_gemma":0.06908979,"domain_scores_codex":[0.9949816,0.001280004,0.0001026904,0.0004015561,0.001760426,0.001473771],"domain_scores_gemma":[0.980482,0.001226436,0.0002131668,0.0007009734,0.006565547,0.01081182],"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":[0.00009146407,0.00009892671,0.0001249831,0.0001190601,0.000002920468,0.0001472079,0.001285167,0.00006856133,0.000649922,0.004473363,0.9811448,0.01179342],"study_design_scores_gemma":[0.00002892315,0.00003146634,0.0002511733,0.0000665847,0.00000184915,0.00002502808,0.001796113,0.00006041551,0.000370777,0.001366635,0.9959858,0.00001526365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0133189,0.002135424,0.02984711,0.3253444,0.1319154,0.01529456,0.01414765,0.006238195,0.4617584],"genre_scores_gemma":[0.04089194,0.000939664,0.01141924,0.04440744,0.008796795,0.004810455,0.006585973,0.00170341,0.8804451],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2448757,"threshold_uncertainty_score":0.8191907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04529376075214042,"score_gpt":0.2791933927304097,"score_spread":0.2338996319782692,"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."}}