{"id":"W7115817632","doi":"","title":"Bastin_Donald_J_2017Sept_MSc","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"CAR-T cell therapy research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Oncolytic virus; Adoptive cell transfer; Antigen; Chimeric antigen receptor; Context (archaeology); Cancer; Immunotherapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"design_other","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003092274,0.001332408,0.0005584778,0.0007045544,0.000908384,0.002861235,0.0006262604,0.001990427,0.6991932],"category_scores_gemma":[0.0005799717,0.0004229804,0.0004628018,0.0006253199,0.0006192494,0.0007515326,0.001263776,0.002015462,0.3972429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009957175,"about_ca_system_score_gemma":0.0007774623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001807666,"about_ca_topic_score_gemma":0.00412901,"domain_scores_codex":[0.9995874,0.00003687604,0.00002051011,0.0001789957,0.0001083873,0.00006786055],"domain_scores_gemma":[0.9994965,0.0001315837,0.00002835205,0.00004871522,0.0001004747,0.0001944165],"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":[0.0009619663,0.0003591402,0.001346,0.0004422473,0.00005055792,0.001387721,0.0001168629,0.0009762666,0.01120739,0.01157201,0.1838811,0.7876987],"study_design_scores_gemma":[0.00007301931,0.000127615,0.001937612,0.0001493083,0.00001326864,0.001008357,0.00008018378,0.0003814753,0.002437297,0.001742487,0.9920357,0.00001373436],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005534019,0.00564112,0.001603709,0.004125801,0.002677731,0.000123443,0.002091207,0.0009837303,0.9772192],"genre_scores_gemma":[0.01301132,0.003159336,0.001058938,0.0007702138,0.0002464784,0.00005098448,0.0008457967,0.0003125752,0.9805443],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6991932,"threshold_uncertainty_score":0.4290643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02734260555132089,"score_gpt":0.2781799247809676,"score_spread":0.2508373192296467,"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."}}