{"id":"W75432311","doi":"10.1007/978-1-62703-128-8_12","title":"Isolation and Characterization of Cancer Stem Cells In Vitro","year":2012,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Cancer stem cell; Cancer; Cancer cell; Biology; In vitro; Metastasis; Computational biology; Cancer cell lines; Stem cell; In vivo; Cell culture; Cancer research; Neuroscience; Cell biology; Biotechnology; 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":[0.0006378226,0.0003589472,0.0005147412,0.0006916935,0.0004736337,0.0009906664,0.0003681733,0.0003237187,0.001704069],"category_scores_gemma":[0.0005277319,0.0002101518,0.0004139269,0.0007297648,0.0003526051,0.0003183715,0.0004458638,0.0008383575,0.002253221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002360269,"about_ca_system_score_gemma":0.0005281171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009942302,"about_ca_topic_score_gemma":0.002674035,"domain_scores_codex":[0.9995645,0.00006564474,0.00007984383,0.00007004358,0.0001694354,0.00005057513],"domain_scores_gemma":[0.999624,0.0001266594,0.00003410325,0.00007003755,0.0001009582,0.0000442319],"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":[0.00005777215,0.00005262141,0.0006494494,0.0001770201,0.00000830639,0.0001326108,0.0002580658,0.0003657528,0.9871881,0.001051657,0.0003356189,0.009722937],"study_design_scores_gemma":[0.00001523437,0.0003672979,0.003400445,0.00006145715,0.00004410075,0.0003631538,0.0001218602,0.001629827,0.9518943,0.0004807365,0.04160646,0.00001506272],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4931589,0.02134471,0.4061494,0.001164707,0.000673555,0.004369553,0.01017767,0.001210479,0.06175097],"genre_scores_gemma":[0.6687523,0.01748185,0.2633792,0.0008131319,0.0002120205,0.002243272,0.02253988,0.0004861646,0.02409213],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001704069,"threshold_uncertainty_score":0.005700648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02873993351789922,"score_gpt":0.3908694017791815,"score_spread":0.3621294682612823,"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."}}