{"id":"W2395512366","doi":"10.1177/1460458215586803","title":"Usability, learnability and performance evaluation of Intelligent Research and Intervention Software: A delivery platform for eHealth interventions","year":2015,"lang":"en","type":"article","venue":"Health Informatics Journal","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Dalhousie University; Izaak Walton Killam Health Centre","funders":"Canadian Institutes of Health Research","keywords":"eHealth; Learnability; Usability; Psychological intervention; Computer science; Intervention (counseling); Software; Knowledge management; World Wide Web; Software engineering; Medicine; Human–computer interaction; Nursing; Health care","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03082661,0.0001568627,0.0003651573,0.0005032965,0.0004438703,0.000114999,0.0001979988,0.0001111303,0.00007152511],"category_scores_gemma":[0.001313081,0.00014779,0.0001491922,0.0002841521,0.0003404228,0.0009227428,0.000185102,0.0006159035,0.00002007987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001067995,"about_ca_system_score_gemma":0.0006255425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001733038,"about_ca_topic_score_gemma":0.0001253135,"domain_scores_codex":[0.9950713,0.0004894312,0.002766085,0.0001757831,0.0008993039,0.0005980754],"domain_scores_gemma":[0.9956692,0.0003158572,0.0010896,0.0002928345,0.001986037,0.0006464183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004478608,0.0009930861,0.01126836,0.004161346,0.00006102903,1.98588e-7,0.009624093,0.00003612212,1.102858e-7,0.002911393,0.002527284,0.9679691],"study_design_scores_gemma":[0.02966899,0.1055907,0.3592066,0.01730878,0.0003477329,0.002835521,0.119633,0.06698553,0.0001721537,0.2802024,0.01665419,0.001394417],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804713,0.002665389,0.01228153,0.0009150419,0.001154511,0.001876501,0.00006609975,0.0000254247,0.0005442705],"genre_scores_gemma":[0.9928494,0.0001810551,0.006438435,0.0001035501,0.00006914674,0.0001807586,0.00002692472,0.00001676615,0.0001339334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9665747,"threshold_uncertainty_score":0.997968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4656434667947502,"score_gpt":0.5501246221190444,"score_spread":0.08448115532429429,"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."}}