{"id":"W3175305832","doi":"10.1002/hon.111_2881","title":"PRIORITISATION OF RELEVANT COCHRANE REVIEW TOPICS IN THE FIELD OF HAEMATOLOGY","year":2021,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hematology; Systematic review; Internal medicine; Cochrane Library; MEDLINE; Family medicine; Meta-analysis; Medical education; Political 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":["metaresearch"],"category_scores_codex":[0.2672274,0.00272276,0.008376606,0.08513904,0.004697032,0.01982621,0.004911541,0.006440418,0.01215255],"category_scores_gemma":[0.59202,0.003052771,0.007137965,0.05144453,0.001883053,0.01609146,0.01423909,0.006972658,0.003754035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01337064,"about_ca_system_score_gemma":0.06907719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003588429,"about_ca_topic_score_gemma":0.007634392,"domain_scores_codex":[0.6956663,0.1442188,0.09276427,0.008056201,0.05313087,0.00616356],"domain_scores_gemma":[0.3126401,0.4095877,0.07543977,0.01433429,0.1649099,0.02308837],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00238192,0.0002354126,0.01128245,0.3082387,0.002439221,0.0008506526,0.008953203,0.001405323,0.003417686,0.01068528,0.08578548,0.5643247],"study_design_scores_gemma":[0.002503068,0.001415572,0.03751263,0.3974302,0.007141572,0.002408304,0.01244542,0.005330723,0.004819681,0.04939947,0.4788567,0.0007366834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07091887,0.3712092,0.1042525,0.1356124,0.02414321,0.1965837,0.03109034,0.004502616,0.06168726],"genre_scores_gemma":[0.1722711,0.158964,0.4878249,0.01737591,0.007561916,0.1337919,0.01471611,0.001405643,0.006088499],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7327726,"threshold_uncertainty_score":0.9036391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6114149703872511,"score_gpt":0.5820760624742075,"score_spread":0.02933890791304361,"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."}}