{"id":"W4284898011","doi":"10.1097/cin.0000000000000942","title":"Development and Design of E_MOTIV","year":2022,"lang":"en","type":"article","venue":"CIN Computers Informatics Nursing","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Canadian Foundation for Healthcare Improvement; Ottawa Hospital; Montreal Heart Institute; Canadian Institutes of Health Research; University of Ottawa","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003339184,0.0004711665,0.0002069755,0.0006307798,0.0004230044,0.0009583529,0.001237871,0.0007454875,0.006527495],"category_scores_gemma":[0.005822664,0.0003305048,0.0003843613,0.0003320691,0.0005030351,0.0008019089,0.001126273,0.0007781094,0.001420833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006260793,"about_ca_system_score_gemma":0.003059393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008477697,"about_ca_topic_score_gemma":0.001304383,"domain_scores_codex":[0.998548,0.0006827543,0.0001139038,0.0002319365,0.0003110534,0.0001123585],"domain_scores_gemma":[0.9975715,0.000977736,0.0001926474,0.000246163,0.0007338809,0.0002781073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007100509,0.003542126,0.009139694,0.001810521,0.00005484266,0.0003562856,0.002853224,0.01618389,0.02454744,0.02191641,0.006752843,0.9121327],"study_design_scores_gemma":[0.002646053,0.02436654,0.04427645,0.001944362,0.0004758552,0.00109073,0.006512652,0.2314713,0.1426594,0.02911754,0.515093,0.0003462231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08420417,0.0001353298,0.868337,0.0005512013,0.0001577019,0.02286249,0.0004936598,0.00270633,0.02055211],"genre_scores_gemma":[0.1025852,0.0001778145,0.8699849,0.0002829929,0.00002149852,0.01962706,0.0004559844,0.0001594725,0.006704931],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006527495,"threshold_uncertainty_score":0.02183658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07550244042781103,"score_gpt":0.3921952140044808,"score_spread":0.3166927735766698,"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."}}