{"id":"W4225319387","doi":"","title":"Reaching beyond maximum grade: progress and future directions for modernising the assessment and reporting of adverse events in haematological malignancies","year":2022,"lang":"en","type":"review","venue":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","topic":"CAR-T cell therapy research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; AstraZeneca (Canada); Spinal Cord Injury BC; University of British Columbia; Immunovaccine (Canada)","funders":"","keywords":"Medicine; Adverse effect; Context (archaeology); Intensive care medicine; Clinical trial; Cancer; Hematology; Oncology; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01852286,0.0008296093,0.002642177,0.003964314,0.0005047933,0.00404022,0.002743735,0.003499323,0.004633112],"category_scores_gemma":[0.02508417,0.0004940183,0.002240869,0.003511428,0.002261669,0.006980418,0.00202106,0.007895536,0.001661812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002968966,"about_ca_system_score_gemma":0.007787317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005287154,"about_ca_topic_score_gemma":0.007148656,"domain_scores_codex":[0.9928059,0.003002927,0.001354211,0.000455352,0.002145728,0.0002360011],"domain_scores_gemma":[0.9619827,0.02427465,0.004119945,0.0009194998,0.007876491,0.0008268094],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007520155,0.00005383862,0.0001928259,0.01953669,0.00007986732,0.00005805879,0.0001438193,0.0001906705,0.0003313226,0.01116933,0.04083977,0.9273286],"study_design_scores_gemma":[0.00004132373,0.000115303,0.0007662249,0.02636752,0.0001735628,0.0003680077,0.0001398516,0.0001071043,0.000259692,0.006375381,0.9652454,0.00004068633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005298195,0.9937406,0.0003149541,0.00436636,0.0005456726,0.00001762916,0.00001719893,0.00001480931,0.0009297486],"genre_scores_gemma":[0.001097274,0.9932845,0.001156405,0.003229177,0.0007033926,0.00002755495,0.00005236651,0.000008068934,0.0004412658],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9814771,"threshold_uncertainty_score":0.0979594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1622379126015703,"score_gpt":0.3898527533791697,"score_spread":0.2276148407775994,"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."}}