{"id":"W4415157190","doi":"10.2196/69067","title":"Understanding the Current and Future States of Behavioural Supports Ontario: Protocol for a Mixed Methods Pilot Study","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Lawson Health Research Institute; Western University","funders":"","keywords":"Protocol (science); Current (fluid); Data collection; Research design; mHealth; Usability","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0507232,0.003067379,0.003013433,0.003838689,0.008045641,0.003843617,0.004063521,0.002857988,0.05524163],"category_scores_gemma":[0.02912545,0.003460864,0.003780453,0.004100805,0.002887366,0.00275443,0.003367307,0.005173186,0.009763216],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01957517,"about_ca_system_score_gemma":0.06170391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08752261,"about_ca_topic_score_gemma":0.1795224,"domain_scores_codex":[0.9819323,0.009270444,0.003255386,0.00150189,0.001987678,0.002052207],"domain_scores_gemma":[0.9755627,0.005630258,0.002689688,0.002800439,0.01108011,0.002236799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.05462023,0.03340899,0.02456675,0.06245635,0.001025675,0.004030703,0.09624543,0.009953845,0.01149913,0.01914961,0.2410949,0.4419484],"study_design_scores_gemma":[0.07080956,0.01894425,0.100185,0.02174572,0.0007739732,0.0004958556,0.06014089,0.005876867,0.007031348,0.0137765,0.699193,0.001027015],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002390141,0.00007490945,0.002377604,0.0001591036,0.00006657508,0.9908335,0.00257063,0.0000467052,0.001480905],"genre_scores_gemma":[0.001168769,0.00006264348,0.003165993,0.00007504582,0.00000736123,0.9949005,0.000289151,0.000003240358,0.0003272891],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9804248,"threshold_uncertainty_score":0.2682532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5121291227099524,"score_gpt":0.6250132773719657,"score_spread":0.1128841546620133,"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."}}