{"id":"W2006209560","doi":"10.1007/s11136-013-0458-x","title":"Innovations in e-health","year":2013,"lang":"en","type":"article","venue":"Quality of Life Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Biogen; AstraZeneca; Robert Wood Johnson Foundation","keywords":"Quality of Life Research; Public health; Environmental health; Medicine; Nursing","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01903431,0.00009039018,0.000435029,0.0006311994,0.0008039215,0.000005847237,0.0003269723,0.0001885296,0.002281689],"category_scores_gemma":[0.004710714,0.00008620157,0.00003247587,0.002042356,0.0001924579,0.0001249806,0.0001383413,0.001553071,0.001911897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003350537,"about_ca_system_score_gemma":0.00506989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05746341,"about_ca_topic_score_gemma":0.002589812,"domain_scores_codex":[0.9911479,0.004204923,0.002342891,0.0003121044,0.0007820395,0.001210138],"domain_scores_gemma":[0.9927687,0.0039814,0.0004735885,0.0007241447,0.001363134,0.0006890305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004342267,0.0003708622,0.4170869,0.004644309,0.000006076354,9.412977e-8,0.002090179,0.00000370257,0.0002535889,0.4069725,0.1394604,0.02906794],"study_design_scores_gemma":[0.0009623006,0.00008956992,0.8206707,0.0002120378,2.463912e-7,6.589739e-8,0.004734164,0.00009847778,0.000004327649,0.01892952,0.1542157,0.00008290461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7889009,0.000852679,0.0006201247,0.1567788,0.0002196332,0.0118706,0.00005235335,0.0001016681,0.04060321],"genre_scores_gemma":[0.9790847,0.0005859787,0.001543344,0.004398725,0.000191568,0.0117572,0.00004201652,0.00002035058,0.002376141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4035837,"threshold_uncertainty_score":0.9988652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5819265250363252,"score_gpt":0.656571026206785,"score_spread":0.07464450117045973,"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."}}