{"id":"W4406390233","doi":"10.1016/s1541-9800(09)70263-7","title":"10.1016/s1541-9800(09)70263-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Genetic testing; Computational biology; Biology; Computer science; Genetics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001161463,0.002990002,0.001765506,0.002534222,0.002167712,0.003779649,0.003206832,0.005242098,0.9876446],"category_scores_gemma":[0.001742071,0.0009620347,0.001482127,0.002366525,0.001718817,0.005216502,0.003080309,0.003237862,0.9923983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00108054,"about_ca_system_score_gemma":0.001174408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003318401,"about_ca_topic_score_gemma":0.002984294,"domain_scores_codex":[0.9993425,0.00004270587,0.00005653175,0.0002343717,0.0001798281,0.0001440044],"domain_scores_gemma":[0.9973189,0.0006449772,0.0001740261,0.000307187,0.00051489,0.00104001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003475002,0.0002095208,0.00068103,0.0004739914,0.0000327214,0.0002211284,0.00007191281,0.0004637582,0.00235856,0.00453106,0.3457631,0.6448457],"study_design_scores_gemma":[0.00006249031,0.0001202529,0.0008617924,0.0002760577,0.00001317926,0.0003189059,0.00009228434,0.0002437472,0.0005098178,0.0006724377,0.9968009,0.00002812137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005341045,0.0005125005,0.001017791,0.0006058287,0.0004475938,0.0001228959,0.001167676,0.001218233,0.9943733],"genre_scores_gemma":[0.0005195924,0.0001929726,0.0004436014,0.0002413874,0.00009036397,0.00005911893,0.0005497696,0.0001695365,0.9977336],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01235539,"threshold_uncertainty_score":0.01762348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005289188466062671,"score_gpt":0.1900318514218247,"score_spread":0.184742662955762,"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."}}