{"id":"W2085825171","doi":"10.1002/bit.20249","title":"Empirical models of the proliferative response of cytokine‐dependent hematopoietic cell lines","year":2004,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Haematopoiesis; Cytokine; Cell culture; Hematopoietic cell; Biology; Immunology; Chemistry; Cell biology; Stem cell; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.001733241,0.001161447,0.0009716284,0.0009771056,0.0002872386,0.001052474,0.002224648,0.001755711,0.001933958],"category_scores_gemma":[0.006164547,0.00081356,0.001217491,0.0006776497,0.0007863647,0.001531531,0.0005176466,0.001653256,0.0007585728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00169399,"about_ca_system_score_gemma":0.0009437141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005838403,"about_ca_topic_score_gemma":0.003474948,"domain_scores_codex":[0.9994414,0.0001769709,0.00003294148,0.0001072906,0.0001399737,0.0001014396],"domain_scores_gemma":[0.997103,0.002052818,0.0003808768,0.000146045,0.0002647193,0.00005259446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001874469,0.00002801055,0.0006998405,0.00006428663,0.00002264421,0.00003809115,0.0000553362,0.9827347,0.002458307,0.01104312,0.0002643538,0.002572603],"study_design_scores_gemma":[0.000005071217,0.00001360147,0.0001789294,0.000006257545,0.000006915982,0.00001947669,0.000008167356,0.995339,0.0005442828,0.003263875,0.000607366,0.000007071278],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1704744,0.002376454,0.8096424,0.001403225,0.0001194977,0.0002434139,0.001295397,0.0006964755,0.01374871],"genre_scores_gemma":[0.9182776,0.003967299,0.05767575,0.0004741002,0.0001076916,0.001110157,0.00137754,0.0002081936,0.01680165],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005838403,"threshold_uncertainty_score":0.01229084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01343409156950377,"score_gpt":0.2260471813205785,"score_spread":0.2126130897510747,"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."}}