{"id":"W4285420323","doi":"10.46747/cfp.6707512","title":"Immunotherapy","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada","funders":"","keywords":"Immunotherapy; Medicine; Kidney cancer; Metastatic melanoma; Nivolumab; Melanoma; Oncology; Ipilimumab; Cancer; Internal medicine; Renal cell carcinoma; Cancer research","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004922924,0.0001245063,0.0001980015,0.00009039209,0.000105872,0.00003156688,0.00007059868,0.00006682108,0.00006640762],"category_scores_gemma":[0.000003168247,0.0001271225,0.0001621306,0.0003749183,0.00006093799,0.00005204183,0.000005593454,0.0001217309,0.0001596462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003027172,"about_ca_system_score_gemma":0.001449504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007061053,"about_ca_topic_score_gemma":0.00564586,"domain_scores_codex":[0.9991532,0.00002024079,0.0001383893,0.0002169087,0.000128876,0.0003424111],"domain_scores_gemma":[0.9992152,0.00001078364,0.00002579521,0.0003840682,0.00009665158,0.0002675258],"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":[0.0001918961,0.00008237818,0.000415487,0.00002652923,0.0003442827,0.000527008,0.0001286738,8.969591e-7,0.4511391,0.0008120234,0.08454819,0.4617835],"study_design_scores_gemma":[0.001293095,0.00006822334,0.04281293,0.00006097532,0.00002225015,0.00001101965,0.0003950968,0.000009700209,0.0120008,0.0001538952,0.9429954,0.0001766201],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2588756,0.01363222,0.00003185087,0.004712548,0.0007245213,0.0002554684,0.00006351594,0.00008021783,0.7216241],"genre_scores_gemma":[0.4612889,0.0004418071,0.0002918249,0.5315518,0.0004684326,0.0000188049,0.0001224801,0.0000559268,0.005760093],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8584472,"threshold_uncertainty_score":0.999551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676566096912104,"score_gpt":0.2473093289347459,"score_spread":0.2305436679656249,"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."}}