{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009771297,0.00009326539,0.0002041988,0.0001567772,0.001508599,0.000004249181,0.000151309,0.00004407219,0.00004667818],"category_scores_gemma":[0.00002185593,0.00009899383,0.00001514532,0.0002159932,0.00005046754,0.00007018451,0.0001266365,0.0003900277,0.00001253653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003019183,"about_ca_system_score_gemma":0.0006085989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005081227,"about_ca_topic_score_gemma":4.21513e-7,"domain_scores_codex":[0.9982482,0.0001684892,0.0009168897,0.00008464619,0.0002175067,0.0003643243],"domain_scores_gemma":[0.9987269,0.0004148127,0.0004212835,0.0002019972,0.0000608726,0.0001741387],"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":[0.000073466,0.0001378391,0.001257466,0.001363225,0.0000179753,6.494203e-7,0.09631959,0.005539783,0.00002981345,0.01584007,0.03584658,0.8435735],"study_design_scores_gemma":[0.002779119,0.0002828808,0.00510172,0.001002367,0.00002993664,0.00002647038,0.03774831,0.1864479,0.000114531,0.001829227,0.7642226,0.0004148569],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05434552,0.0002356039,0.9355046,0.0006727265,0.001155047,0.002881108,0.000009111206,0.0001005312,0.005095773],"genre_scores_gemma":[0.2490906,0.00006895957,0.7441191,0.004109483,0.00009746078,0.002275606,0.00005049372,0.00002794087,0.0001603976],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8431587,"threshold_uncertainty_score":0.9997913,"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."}}