{"id":"W2134542779","doi":"10.2196/mhealth.3088","title":"An Evaluation of Mobile Health Application Tools","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":250,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Verizon","keywords":"Mobile phone; mHealth; Computer science; Inclusion (mineral); Medicine; Multimedia; Medical education; Psychology; Nursing; Psychological intervention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02034279,0.000669434,0.0006059631,0.003714836,0.0006492733,0.002603708,0.0008405946,0.0007524176,0.00223936],"category_scores_gemma":[0.09745388,0.000223947,0.0008792777,0.002073632,0.0004728037,0.002476722,0.001759575,0.0006225366,0.0007030523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478602,"about_ca_system_score_gemma":0.001388537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001080055,"about_ca_topic_score_gemma":0.001293444,"domain_scores_codex":[0.9838108,0.008276804,0.001928933,0.0006105142,0.004864613,0.0005084241],"domain_scores_gemma":[0.9107238,0.06268967,0.004782395,0.002250812,0.01682584,0.002727472],"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":[0.01267718,0.00928499,0.1513219,0.006708379,0.0005868935,0.0005753263,0.01035439,0.001628509,0.005980254,0.001508729,0.007138105,0.7922354],"study_design_scores_gemma":[0.003619826,0.07503548,0.7791964,0.004544704,0.002138184,0.001951321,0.01579124,0.02575872,0.0154381,0.001995308,0.07416277,0.0003679039],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813705,0.001401409,0.003002215,0.0003876076,0.00008371465,0.00364729,0.0007706549,0.0003303094,0.009006299],"genre_scores_gemma":[0.9774483,0.001198981,0.01507613,0.0002453153,0.00007522645,0.002343001,0.001320415,0.0000952341,0.002197321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02034279,"threshold_uncertainty_score":0.1075843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1305570774943788,"score_gpt":0.526707614490792,"score_spread":0.3961505369964132,"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."}}