{"id":"W4280519444","doi":"10.1136/bmj.o1230","title":"Visualising harms: barely scratching the surface","year":2022,"lang":"en","type":"article","venue":"BMJ","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scratching; Computer science; Data science; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08443625,0.002640525,0.002040474,0.009246024,0.002529568,0.01607925,0.003730705,0.006517822,0.05746613],"category_scores_gemma":[0.5155483,0.002379222,0.003232222,0.006297423,0.008628749,0.02508944,0.01121945,0.01174377,0.02047181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003257581,"about_ca_system_score_gemma":0.006721735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002419147,"about_ca_topic_score_gemma":0.002270074,"domain_scores_codex":[0.8914346,0.08398055,0.008545663,0.002729852,0.01236905,0.0009402803],"domain_scores_gemma":[0.5409922,0.348286,0.01659648,0.04705478,0.04196109,0.005109428],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004100424,0.00004981552,0.000795713,0.006245534,0.0003005673,0.0001682122,0.009174092,0.000913045,0.001246556,0.07298288,0.7001225,0.207591],"study_design_scores_gemma":[0.0002647992,0.0001320495,0.0005744661,0.007372618,0.0002253507,0.0003205888,0.003647184,0.001935002,0.001045992,0.1774801,0.80679,0.000211779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.005121005,0.01528226,0.5129461,0.3141519,0.04616049,0.002896913,0.008155722,0.02772014,0.06756549],"genre_scores_gemma":[0.07421512,0.01085644,0.7636736,0.08347627,0.01147142,0.006684168,0.00279037,0.01719847,0.02963413],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9155638,"threshold_uncertainty_score":0.4465469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.780009112656214,"score_gpt":0.5776735443696573,"score_spread":0.2023355682865566,"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."}}