{"id":"W3164085240","doi":"10.1002/pbc.28967","title":"The ASH‐ASPHO Choosing Wisely Campaign: 5 hematologic tests and treatments to question","year":2021,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Hamilton Health Sciences","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Asymptomatic; Intensive care medicine; Medical history; Pediatrics; Family medicine; 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":[0.02069187,0.0008839151,0.001090782,0.001637592,0.004375323,0.005082064,0.001818077,0.0206261,0.05788108],"category_scores_gemma":[0.06076797,0.00077221,0.001757356,0.0008409611,0.002317069,0.004002781,0.006828542,0.01336474,0.01724957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003989369,"about_ca_system_score_gemma":0.01754384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005997632,"about_ca_topic_score_gemma":0.01692307,"domain_scores_codex":[0.9838346,0.007958009,0.001795094,0.0009155198,0.003763129,0.001733614],"domain_scores_gemma":[0.8972296,0.047819,0.01019713,0.002646002,0.01426106,0.02784718],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008778274,0.0002814108,0.002657413,0.0002849118,0.00002458353,0.0001152861,0.0001542905,0.00004644896,0.0001139261,0.000605327,0.9573571,0.03827147],"study_design_scores_gemma":[0.0007441596,0.0004748788,0.01336252,0.00450485,0.0001179721,0.0002912155,0.0009980397,0.0003836135,0.0003224618,0.004072445,0.974627,0.0001008501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003994384,0.003179236,0.0006846613,0.9585751,0.01229113,0.0005115053,0.001432031,0.0003040482,0.01902788],"genre_scores_gemma":[0.01567864,0.003305499,0.004896192,0.9405026,0.01709541,0.001392835,0.001893947,0.0001798571,0.01505498],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9793081,"threshold_uncertainty_score":0.1936315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.379375452389045,"score_gpt":0.5349212811813153,"score_spread":0.1555458287922704,"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."}}