{"id":"W4225315582","doi":"10.3390/cancers14092284","title":"In Vitro Human Cancer Models for Biomedical Applications","year":2022,"lang":"en","type":"review","venue":"Cancers","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Cancer; Metastasis; Medicine; Computer science; Computational biology; Biology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003251519,0.0002377081,0.0007373274,0.0003708456,0.00008500074,0.00001990622,0.0006482413,0.0002283449,0.0007298876],"category_scores_gemma":[0.00003083426,0.0002367531,0.0002149624,0.0007685838,0.0001204645,0.000044028,0.0001161874,0.0007292283,0.00001320027],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005839841,"about_ca_system_score_gemma":0.00105367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001978939,"about_ca_topic_score_gemma":0.00001747616,"domain_scores_codex":[0.9983255,0.00003478354,0.0004362032,0.0003542048,0.000356503,0.0004928334],"domain_scores_gemma":[0.9991304,0.000280786,0.00005151703,0.0003423964,0.00001520604,0.0001797215],"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":[0.000001222773,0.000005171294,1.484969e-8,0.01298775,0.00006559122,0.000002456656,0.00002170425,0.00123138,0.00000976827,0.0002727274,0.009291962,0.9761103],"study_design_scores_gemma":[0.0001226171,0.00000758257,1.282855e-8,0.0007213784,0.00005169714,0.000001187754,0.00000562989,0.007686316,0.000003920234,0.0003980534,0.990778,0.0002235627],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.90156e-7,0.9909115,0.004984503,0.00002402799,0.0004477542,0.001435593,0.0004591835,0.0001279699,0.00160916],"genre_scores_gemma":[0.000006670873,0.9758723,0.0004331961,0.00002776892,0.0004408958,0.02245926,0.000318126,0.0001050507,0.0003367657],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9814861,"threshold_uncertainty_score":0.9979765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154936869343061,"score_gpt":0.4200380596660062,"score_spread":0.3045443727317001,"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."}}