{"id":"W4285257221","doi":"10.1007/978-1-0716-2376-3_2","title":"Culturing Suspension Cancer Cell Lines","year":2022,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Cell culture; Suspension culture; Multicellular organism; Cell biology; Cancer cell; Cell; Suspension (topology); Cancer cell lines; Biology; Cancer; 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":[0.001518043,0.001029254,0.001045419,0.001939836,0.0009815828,0.00126692,0.00192733,0.0009826898,0.01454608],"category_scores_gemma":[0.0008467851,0.0006628149,0.001109664,0.001969451,0.0004060982,0.0006520346,0.0007959817,0.002898591,0.01650937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003141593,"about_ca_system_score_gemma":0.0005219494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001668117,"about_ca_topic_score_gemma":0.002958582,"domain_scores_codex":[0.9980327,0.0002513518,0.0003646462,0.0003612096,0.0006789631,0.000311069],"domain_scores_gemma":[0.9986287,0.0003520698,0.00006850009,0.0004035738,0.0004456279,0.0001015822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002638325,0.0004061611,0.001793695,0.0003492564,0.00008126259,0.0004583292,0.0004865869,0.0004956081,0.9567007,0.002974986,0.01044879,0.02554079],"study_design_scores_gemma":[0.00008084621,0.0005292948,0.003166798,0.00006839952,0.0001775988,0.0006080096,0.000126511,0.002700109,0.8637478,0.0007053923,0.1280395,0.0000498385],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2562793,0.01016689,0.559262,0.002037077,0.004416922,0.01005584,0.05563346,0.008415485,0.09373295],"genre_scores_gemma":[0.2513605,0.008978751,0.4127918,0.002548174,0.0009204583,0.009289694,0.1740131,0.001767731,0.1383297],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01454608,"threshold_uncertainty_score":0.04866141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03822113271534118,"score_gpt":0.4332372108772157,"score_spread":0.3950160781618746,"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."}}