{"id":"W2964115885","doi":"10.15353/joci.v15i.3424","title":"Editorial: a time to pause","year":2019,"lang":"en","type":"editorial","venue":"The Journal of Community Informatics","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.01151569,0.004320253,0.003529622,0.003766237,0.005532349,0.013246,0.004049039,0.01711935,0.0271926],"category_scores_gemma":[0.0640743,0.001229617,0.002929629,0.001428961,0.003905845,0.008632254,0.002163982,0.02336137,0.02836411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003849312,"about_ca_system_score_gemma":0.005561833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046018,"about_ca_topic_score_gemma":0.003019048,"domain_scores_codex":[0.9896019,0.001899379,0.001243846,0.00119987,0.005318715,0.0007362766],"domain_scores_gemma":[0.947798,0.01305628,0.002754976,0.001906559,0.0261157,0.008368563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002163912,0.00001310905,0.00002459469,0.00009949126,0.00001046899,0.0001178745,0.00001449598,0.00001687978,0.0000410387,0.0002640399,0.9965128,0.002863476],"study_design_scores_gemma":[0.00006221412,0.00003584584,0.0001935366,0.0005160307,0.00003254346,0.0004769096,0.00008294886,0.0001375896,0.0001355334,0.001483298,0.9968125,0.00003095555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002282026,0.0007680436,0.00008176413,0.03143491,0.9668033,0.00001854218,0.00002047191,0.00005786782,0.0007922378],"genre_scores_gemma":[0.0003484087,0.001216786,0.0001263339,0.0310115,0.9596931,0.00002755488,0.00002819273,0.00006063071,0.007487508],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0271926,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0662709347242286,"score_gpt":0.4138219545598242,"score_spread":0.3475510198355957,"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."}}