{"id":"W139459223","doi":"10.15173/m.v1i3.614","title":"Designing a Vaccine for Cancer","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"vaccines and immunoinformatics approaches","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Cancer; Population health; Peer review; Medicine; Environmental health; Political science; Population; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006670191,0.0004435716,0.0004519099,0.0005837476,0.0005716022,0.001191223,0.0005153025,0.000979312,0.004139445],"category_scores_gemma":[0.001007118,0.0002932037,0.0004065359,0.0002322666,0.0008683396,0.001619159,0.0009116725,0.001757768,0.001616047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008865293,"about_ca_system_score_gemma":0.0008613204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003504052,"about_ca_topic_score_gemma":0.0004773349,"domain_scores_codex":[0.9997646,0.00007777119,0.00001038081,0.00004228616,0.00006506628,0.0000398989],"domain_scores_gemma":[0.9998584,0.00004603044,0.00002121513,0.00002096242,0.00002873186,0.00002467077],"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":[0.0003132349,0.0003381519,0.001677191,0.0009069838,0.00009604416,0.0003333783,0.0004517556,0.01006843,0.2418431,0.3549825,0.0266648,0.3623244],"study_design_scores_gemma":[0.0001578283,0.0008490372,0.0005373324,0.0003014656,0.0001143475,0.0007012099,0.000261979,0.01796749,0.2227688,0.1176869,0.6385872,0.00006631693],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.2261773,0.1235794,0.4026543,0.08856842,0.01036488,0.0009819684,0.0009452435,0.002756174,0.1439724],"genre_scores_gemma":[0.6347061,0.0571995,0.21297,0.01469988,0.001452879,0.0006350846,0.0008535805,0.0002601624,0.07722281],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004139445,"threshold_uncertainty_score":0.01384783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02547490087769065,"score_gpt":0.2865262547173869,"score_spread":0.2610513538396962,"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."}}