{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02745165,0.002259539,0.006289425,0.07367797,0.002153938,0.008363183,0.0030545,0.004222509,0.005890965],"category_scores_gemma":[0.0798254,0.001308485,0.004947718,0.06510869,0.002783214,0.009198655,0.005120005,0.0020078,0.0007293119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009801335,"about_ca_system_score_gemma":0.03306838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007142728,"about_ca_topic_score_gemma":0.01233248,"domain_scores_codex":[0.9758277,0.008247769,0.008572951,0.001446152,0.005260822,0.000644582],"domain_scores_gemma":[0.9084699,0.07115438,0.010629,0.001504119,0.00758476,0.0006578974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006926263,0.00004894907,0.0008562109,0.8396917,0.001603105,0.0004051194,0.001870326,0.0003873315,0.0002433659,0.007503403,0.005030427,0.1422909],"study_design_scores_gemma":[0.00001987951,0.00004487344,0.001250474,0.9459677,0.003377371,0.0002391825,0.00167001,0.0001395585,0.0001063918,0.001821114,0.04533599,0.00002734841],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001066906,0.9903952,0.001632279,0.001437561,0.0002895901,0.00165111,0.000906615,0.00002290764,0.002597756],"genre_scores_gemma":[0.01230404,0.9773189,0.004746477,0.0008606863,0.0001645148,0.003528549,0.0007037278,0.000013201,0.0003597924],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07367797,"threshold_uncertainty_score":0.1451799,"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."}}