{"id":"W2999015295","doi":"10.2196/14213","title":"A Gig mHealth Economy Framework: Scoping Review of Internet Publications","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; The Internet; Internet privacy; eHealth; Gig economy; Business; Computer science; World Wide Web; Medicine; Health care; Psychological intervention; Sociology; Economic growth; Nursing; Precarity; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009066042,0.000104729,0.0003463315,0.00006659495,0.00026767,0.00006757082,0.0001832652,0.00009342063,0.0002323569],"category_scores_gemma":[0.0001910196,0.000108125,0.0000535732,0.0004078822,0.0001439941,0.0006671235,0.00002285943,0.000218071,0.00003716068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007837392,"about_ca_system_score_gemma":0.001420461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002741757,"about_ca_topic_score_gemma":0.0001957808,"domain_scores_codex":[0.9983881,0.0001428897,0.0006965274,0.0002408206,0.0001320111,0.0003997228],"domain_scores_gemma":[0.9985594,0.0001564908,0.0003516731,0.0001311124,0.00009365461,0.0007077287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004132363,0.000115143,0.004786814,0.1112558,0.00001383366,3.118998e-7,0.0226882,9.225853e-7,6.237326e-8,0.7127231,0.01095243,0.137422],"study_design_scores_gemma":[0.001530486,0.001159075,0.01108056,0.1104491,0.0001222204,0.000006008846,0.006700359,0.0004337753,0.00001031484,0.02284266,0.8446695,0.0009959586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02571841,0.0645937,0.008396904,0.4943327,0.0004078728,0.005866905,0.00007649828,0.0004136845,0.4001934],"genre_scores_gemma":[0.880266,0.08089192,0.0008923052,0.03737993,0.0002769749,0.0001373239,0.00004378632,0.00001265133,0.00009913077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8545476,"threshold_uncertainty_score":0.440921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09604903393332219,"score_gpt":0.4094087882568327,"score_spread":0.3133597543235105,"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."}}