{"id":"W4247983359","doi":"10.21203/rs.3.rs-63597/v3","title":"Medication Adherence Support of an In-home Electronic Medication Dispensing System for Individuals living with Chronic Conditions: A Pilot Randomized Controlled Trial","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"Alberta Health Services","keywords":"Medicine; Randomized controlled trial; Randomization; Physical therapy; Intervention (counseling); Dosing; Medication adherence; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004742593,0.001241992,0.003003282,0.0008003066,0.0008812774,0.001118595,0.001234311,0.002280783,0.008012407],"category_scores_gemma":[0.006867507,0.0007633385,0.002650909,0.0008258692,0.001273646,0.001235296,0.0008130028,0.002167798,0.0005696836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009488391,"about_ca_system_score_gemma":0.002717212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002397703,"about_ca_topic_score_gemma":0.003763928,"domain_scores_codex":[0.9967073,0.002070894,0.0003620475,0.0003140392,0.0002529119,0.0002926916],"domain_scores_gemma":[0.99582,0.001726702,0.0008615181,0.0003247764,0.0004630465,0.0008038722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9203593,0.04900235,0.00105406,0.003254253,0.001772013,0.0000744369,0.0001867101,0.0002332551,0.001071865,0.00009774158,0.0005056832,0.02238833],"study_design_scores_gemma":[0.8900061,0.1067113,0.001872098,0.0001379043,0.0006195258,0.00001126614,0.00004310602,0.0001773366,0.0001336275,0.00004043458,0.0002391888,0.000008218371],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9365022,0.003475952,0.001273388,0.0007391478,0.0007227847,0.05440477,0.001056769,0.0002046855,0.001620373],"genre_scores_gemma":[0.9180883,0.002839789,0.007131507,0.0009271962,0.0006985941,0.06791247,0.000604554,0.00001598706,0.001781696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008012407,"threshold_uncertainty_score":0.02680421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06819515393680145,"score_gpt":0.4145242088079343,"score_spread":0.3463290548711329,"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."}}