{"id":"W4236483773","doi":"10.1126/science.360.6384.18","title":"A delicate balance","year":2018,"lang":"en","type":"article","venue":"Science","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Balance (ability); Antibiotics; Harm; Intensive care medicine; Medicine; Chemistry; Psychology; Social psychology; Biochemistry; Physical therapy","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":[0.0444489,0.001568782,0.00255005,0.002093666,0.006303785,0.01407167,0.00434796,0.01970964,0.02567364],"category_scores_gemma":[0.1620884,0.0008236576,0.001813914,0.0009245097,0.0172549,0.02195116,0.00808022,0.0292639,0.01222117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005212653,"about_ca_system_score_gemma":0.01624165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005455163,"about_ca_topic_score_gemma":0.01076862,"domain_scores_codex":[0.9503062,0.01932418,0.003948362,0.00388409,0.02018593,0.002351295],"domain_scores_gemma":[0.8714917,0.07499683,0.004716868,0.006093843,0.02737992,0.01532085],"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":[0.0005483564,0.00034896,0.004076691,0.001928841,0.0007049213,0.0008113701,0.003094438,0.000554596,0.001430195,0.07876349,0.6711448,0.2365934],"study_design_scores_gemma":[0.0001701035,0.0004517707,0.003903182,0.006892085,0.0002629158,0.00204702,0.01021214,0.0005390872,0.0006843813,0.2074788,0.7671015,0.0002570631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001349679,0.01113427,0.003027686,0.9584926,0.01423783,0.00004046898,0.00005834785,0.0001032,0.0115559],"genre_scores_gemma":[0.04503535,0.02533566,0.01289144,0.86912,0.03155474,0.000260903,0.0001186078,0.0003988815,0.01528443],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0444489,"threshold_uncertainty_score":0.2350711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07450843190685111,"score_gpt":0.4757252047269709,"score_spread":0.4012167728201198,"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."}}