{"id":"W2346138350","doi":"10.1111/ijlh.12501","title":"Report on the International Society for Laboratory Hematology Survey on guidelines to support clinical hematology laboratory practice","year":2016,"lang":"en","type":"article","venue":"International Journal of Laboratory Hematology","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Regional Laboratory Medicine Program","funders":"","keywords":"Guideline; Medicine; Grading (engineering); Family medicine; Hematology; Clinical Practice; MEDLINE; Medical education; Internal medicine; Pathology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01640876,0.0005409261,0.001718729,0.0003902557,0.0001644428,0.0001030872,0.001419646,0.0007148813,0.0005161447],"category_scores_gemma":[0.1178533,0.0003339245,0.0008166384,0.0005372921,0.0004911665,0.0005640281,0.0002342526,0.001116963,0.0003315553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003719815,"about_ca_system_score_gemma":0.003771906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001204762,"about_ca_topic_score_gemma":0.00005593607,"domain_scores_codex":[0.9909654,0.001365718,0.004529895,0.0009231968,0.001596904,0.0006188509],"domain_scores_gemma":[0.9513422,0.02205358,0.003885397,0.001029565,0.02106887,0.0006204018],"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":[0.012548,0.002017946,0.06319579,0.00003767984,0.003766797,0.003472169,0.0001070793,0.000007726863,0.00161202,0.07133556,0.8407432,0.001156057],"study_design_scores_gemma":[0.007260483,0.003187319,0.006886669,0.0004584548,0.0003462494,0.002716883,0.0003167496,0.00002265009,0.005065787,0.0005471796,0.9727318,0.0004598135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3495975,0.0007190933,0.003155164,0.6225585,0.01914979,0.001431501,0.002493967,0.0001280389,0.0007664114],"genre_scores_gemma":[0.6388968,0.001066223,0.01457056,0.3370808,0.006672373,0.0002221811,0.0001748129,0.0002391121,0.001077097],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2892993,"threshold_uncertainty_score":0.9999113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1603499912411255,"score_gpt":0.4996600040132251,"score_spread":0.3393100127720996,"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."}}