{"id":"W1985803217","doi":"10.1016/j.biologicals.2006.05.001","title":"Potency assays for therapeutic live whole cell cancer vaccines","year":2006,"lang":"en","type":"review","venue":"Biologicals","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada","funders":"","keywords":"Clinical trial; Medicine; Cancer vaccine; Disease; Immune system; Infectious disease (medical specialty); Cancer; Vaccine efficacy; Potency; Immunology; Computational biology; Biology; Immunotherapy; Bioinformatics; In vitro","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004628019,0.00075275,0.002298461,0.0001641233,0.0003289632,0.00003583175,0.0007344994,0.001769521,0.001503739],"category_scores_gemma":[0.00007229995,0.0004457829,0.001175803,0.0001882357,0.000187157,0.00004745935,0.0001037024,0.0005103567,0.00131985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008783799,"about_ca_system_score_gemma":0.0002814182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001309529,"about_ca_topic_score_gemma":0.000005772707,"domain_scores_codex":[0.9966487,0.0009527975,0.0009027815,0.000706073,0.00003062103,0.0007590647],"domain_scores_gemma":[0.9973443,0.001358691,0.0006303496,0.0005366043,0.0001114386,0.00001864181],"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":[0.0001543116,0.0002480164,0.000006168699,0.001623882,0.0005873052,0.000002396764,0.0000219549,2.861007e-7,0.005745717,0.0001167861,0.01481947,0.9766737],"study_design_scores_gemma":[0.0006632835,0.000521521,0.00003338872,0.001171279,0.0006003953,0.0000285131,0.00001809693,9.328447e-8,0.0005332578,0.0001577787,0.9956491,0.0006232956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003674544,0.9949912,0.0001075153,0.0000895938,0.001361432,0.001793717,0.0008649619,0.0001520207,0.0006028343],"genre_scores_gemma":[0.00006220085,0.9535686,0.00005589963,0.0002106269,0.0001854883,0.00128645,0.001287014,0.00006652428,0.04327717],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9808296,"threshold_uncertainty_score":0.9997994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06482583058028692,"score_gpt":0.343256172539,"score_spread":0.2784303419587131,"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."}}