{"id":"W4283579103","doi":"10.14740/jh1007","title":"Conventional Karyotyping and Fluorescence <i>In Situ</i> Hybridization for Detection of Chromosomal Abnormalities in Multiple Myeloma","year":2022,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Karyotype; Fluorescence in situ hybridization; Fish <Actinopterygii>; Biology; Multiple myeloma; Pathology; Chromosome; Cytogenetics; Medicine; Genetics; Immunology; Gene; Fishery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001957249,0.0004898908,0.0003490464,0.002625863,0.0002613442,0.0004982285,0.0004340316,0.0005422369,0.001664215],"category_scores_gemma":[0.004409232,0.0003112852,0.0002131853,0.001124608,0.0009356564,0.0005572732,0.0004460121,0.000422441,0.0004276824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004488894,"about_ca_system_score_gemma":0.0004195857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00202207,"about_ca_topic_score_gemma":0.003808532,"domain_scores_codex":[0.9987332,0.0002904045,0.0001101754,0.0002470262,0.0005239496,0.00009524644],"domain_scores_gemma":[0.9978566,0.0006350575,0.0007400712,0.0001645011,0.0004079343,0.000195899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001492378,0.00008810255,0.907848,0.0002542565,0.0001124711,0.002077579,0.0003028021,0.0004158284,0.02423502,0.0002365375,0.001109171,0.06182782],"study_design_scores_gemma":[0.0001841406,0.001464907,0.9525579,0.0001663927,0.0001209983,0.02544581,0.0006973845,0.002905798,0.01143502,0.0004004803,0.004578783,0.00004227046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745917,0.0124706,0.007045164,0.0003498668,0.00009299528,0.0001498745,0.0004264266,0.0001170076,0.004756475],"genre_scores_gemma":[0.9887313,0.002459673,0.007630707,0.0001543614,0.00008212949,0.00009270924,0.0003820591,0.00001612561,0.0004509912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002625863,"threshold_uncertainty_score":0.01035106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02252028173870626,"score_gpt":0.2844349211163831,"score_spread":0.2619146393776769,"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."}}