{"id":"W2766799159","doi":"10.1007/s11899-017-0424-8","title":"Social Media in Hematology in 2017: Dystopia, Utopia, or Somewhere In-between?","year":2017,"lang":"en","type":"review","venue":"Current Hematologic Malignancy Reports","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Dystopia; Hematology; Utopia; Internal medicine; Social media; Medicine; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004017987,0.0007858941,0.00526775,0.0011469,0.0005119627,0.0001094733,0.001095906,0.002129323,0.0002886387],"category_scores_gemma":[0.01868543,0.0007027179,0.0004473081,0.001331782,0.0007224998,0.0003138705,0.0002314519,0.001795232,0.0001005953],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001586669,"about_ca_system_score_gemma":0.006593056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001760343,"about_ca_topic_score_gemma":0.037189,"domain_scores_codex":[0.9900013,0.00199619,0.003933358,0.001480024,0.0008826168,0.001706557],"domain_scores_gemma":[0.9902583,0.004489855,0.003848262,0.0009397559,0.0001417274,0.0003221262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005652239,0.0003783151,0.1073808,0.02084915,0.00001894771,0.003959167,0.01511233,2.361452e-8,3.23729e-9,0.01565998,0.0008932922,0.8357423],"study_design_scores_gemma":[0.0002661261,0.00001425654,0.003732471,0.02587355,0.00009218554,0.0002260635,0.0006357962,1.024112e-7,1.348753e-7,0.008212428,0.9601809,0.000765984],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002966798,0.9720477,0.000001022417,0.0004440811,0.01682202,0.005011593,0.00001219148,0.0001098714,0.00258468],"genre_scores_gemma":[0.003834273,0.9890305,0.00004418039,0.00001018445,0.00173813,0.004983484,0.0001427664,0.0000611249,0.0001553948],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9592876,"threshold_uncertainty_score":0.9995424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5896881544385401,"score_gpt":0.5592891715628737,"score_spread":0.03039898287566634,"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."}}