{"id":"W4233911765","doi":"10.2196/preprints.16540","title":"Exploring the Characteristics and Behaviors of Nurses Who Have Attained Microcelebrity Status on Instagram: Content Analysis (Preprint)","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Influencer marketing; Social media; Content analysis; Context (archaeology); Psychology; Narrative; Exploratory research; Nursing; Medicine; Sociology; World Wide Web; Computer science","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":[0.002802675,0.0002223413,0.0002631219,0.002488608,0.001749076,0.002249099,0.0005856795,0.0004718173,0.002763371],"category_scores_gemma":[0.0134782,0.0002194808,0.0002818774,0.00267664,0.001365556,0.001484561,0.001963932,0.0005830203,0.0004162135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002810749,"about_ca_system_score_gemma":0.003445706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008047719,"about_ca_topic_score_gemma":0.01263559,"domain_scores_codex":[0.998206,0.0008104045,0.0001822114,0.0001875399,0.0004055368,0.0002082627],"domain_scores_gemma":[0.9869351,0.009045019,0.001412922,0.000345647,0.001921174,0.0003401701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000804657,0.0001792865,0.1015047,0.0008364576,0.00001991962,0.0004792742,0.825488,0.00008702533,0.004054951,0.001318818,0.004555657,0.0613954],"study_design_scores_gemma":[0.000007073384,0.000109478,0.197118,0.0006238902,0.0000187775,0.0002045036,0.7786868,0.0004054179,0.001910942,0.0003173682,0.02056263,0.00003508072],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928483,0.0001635251,0.001079593,0.0006800549,0.00003661021,0.0004655025,0.0008586977,0.00002152944,0.003846263],"genre_scores_gemma":[0.9847781,0.0007918748,0.004918786,0.0007164443,0.00006788455,0.002460374,0.001318628,0.00005279815,0.004895119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008047719,"threshold_uncertainty_score":0.02039349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3066674914213212,"score_gpt":0.4121026025148485,"score_spread":0.1054351110935273,"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."}}