{"id":"W4285498947","doi":"10.46747/cfp.6807515","title":"Targeted cancer therapies","year":2022,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbotsford Veterinary Clinic","funders":"","keywords":"Situated; Cancer; Medical diagnosis; Medicine; Cancer treatment; Alternative medicine; Data science; Family medicine; Intensive care medicine; Computer science; Pathology; Internal medicine; Artificial intelligence","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":[0.00002727512,0.0001188999,0.0001981354,0.000104085,0.0004638071,0.00001038378,0.00006886755,0.00001467149,0.0001212489],"category_scores_gemma":[0.000001359217,0.0001100586,0.00008085752,0.0002784531,0.00004324341,0.00002757879,0.00002624112,0.0001328945,0.00001933171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009025137,"about_ca_system_score_gemma":0.0006267538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05952507,"about_ca_topic_score_gemma":0.02796998,"domain_scores_codex":[0.999233,0.00001960735,0.00008298333,0.0001915046,0.0001626305,0.0003102534],"domain_scores_gemma":[0.9995675,0.000008631163,0.00002530841,0.0001560208,0.00003966296,0.0002028625],"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":[0.0003506453,0.0003007713,0.01576248,0.00004707003,0.001692407,0.0005558675,0.003695565,0.0001118262,0.01022847,0.001797782,0.446384,0.5190732],"study_design_scores_gemma":[0.0006295532,0.0002724572,0.1269737,0.000009432119,0.00007154216,0.000001022898,0.002905049,0.00002535297,0.0001139173,0.0001569627,0.8686923,0.0001487015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6928093,0.02204856,7.162974e-7,0.005809524,0.0007105191,0.0004932306,0.0004829946,0.00007354858,0.2775716],"genre_scores_gemma":[0.9020851,0.00009592386,0.00001459982,0.09519769,0.0001750306,0.0003202744,0.00004417865,0.00002210211,0.00204506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5189245,"threshold_uncertainty_score":0.989767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02048636952750241,"score_gpt":0.2585087708714461,"score_spread":0.2380224013439437,"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."}}