{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01361928,0.0003541187,0.002685673,0.0008460325,0.000167723,0.0000958855,0.0005057984,0.0003650294,0.0008769656],"category_scores_gemma":[0.005654816,0.0002731493,0.0003257942,0.0006416037,0.0005931603,0.0001902646,0.0001820961,0.001481563,0.00002625266],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114603,"about_ca_system_score_gemma":0.01190773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002840582,"about_ca_topic_score_gemma":0.0002566231,"domain_scores_codex":[0.9915907,0.002379762,0.001772501,0.0009493421,0.002509654,0.0007980181],"domain_scores_gemma":[0.9914121,0.004073496,0.001200078,0.001177124,0.001774732,0.0003624402],"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":[0.9536588,0.003470768,0.002745906,0.02163362,0.002015895,0.00004392231,0.002504761,0.0001141657,0.003125994,0.006998784,0.0007629955,0.002924342],"study_design_scores_gemma":[0.9552921,0.006084424,0.003830109,0.02310371,0.0005312525,0.00004143753,0.002337848,0.007355104,0.0003581191,0.0006597713,0.00007026658,0.0003358699],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474404,0.002720968,0.007722768,0.001501,0.0004883729,0.03907193,0.00005825975,0.0001361114,0.0008601618],"genre_scores_gemma":[0.9744676,0.0009904774,0.0005852101,0.00004231567,0.0004641633,0.02120293,0.001856247,0.00005166697,0.0003394428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02702712,"threshold_uncertainty_score":0.999972,"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."}}