{"id":"W2741557613","doi":"10.21037/mhealth.2017.07.01","title":"Evaluating clinicians’ user experience and acceptability of LearnTB, a smartphone application for tuberculosis in India","year":2017,"lang":"en","type":"article","venue":"mHealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université Laval","funders":"","keywords":"Tuberculosis; Smartphone application; Medicine; Internet privacy; Optometry; Computer science; Multimedia; Pathology","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":[0.003615589,0.000252974,0.0003674729,0.000570973,0.0005049444,0.001375997,0.00039197,0.000567959,0.001472409],"category_scores_gemma":[0.02096972,0.0002187441,0.0004510435,0.0004160604,0.0005265333,0.0006864592,0.001053646,0.000591121,0.0003587217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004492955,"about_ca_system_score_gemma":0.0005091024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001441321,"about_ca_topic_score_gemma":0.002019042,"domain_scores_codex":[0.9970281,0.001636402,0.0003197906,0.0001700553,0.000590486,0.0002551702],"domain_scores_gemma":[0.9838802,0.009675932,0.002454056,0.0003893118,0.002409242,0.001191335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008009038,0.00102866,0.7359808,0.001319241,0.0001170535,0.002430562,0.1826764,0.0003553311,0.01018726,0.0001161158,0.002209621,0.06277806],"study_design_scores_gemma":[0.00006582024,0.006774621,0.7758954,0.000510551,0.0001517212,0.00522841,0.1994689,0.00189005,0.002546365,0.00009974442,0.007201317,0.0001670914],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987431,0.0001415164,0.0001353202,0.0001724081,0.00000668078,0.0000493566,0.00005550397,0.00001183694,0.0006842224],"genre_scores_gemma":[0.998771,0.0002375074,0.0004967406,0.000137429,0.0000076087,0.00005558482,0.00004235071,0.000003882369,0.0002477301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003615589,"threshold_uncertainty_score":0.01912129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1587351811552572,"score_gpt":0.565001134662856,"score_spread":0.4062659535075988,"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."}}