{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004083038,0.0004211929,0.0006174975,0.0009188863,0.0006342315,0.001090781,0.0007453074,0.0009159388,0.04725011],"category_scores_gemma":[0.0008235474,0.0001348034,0.0007546724,0.0007516222,0.0002898896,0.0005964527,0.0008216751,0.00172723,0.01235709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002040076,"about_ca_system_score_gemma":0.00146325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006010218,"about_ca_topic_score_gemma":0.02423202,"domain_scores_codex":[0.9995605,0.00005915098,0.00002198013,0.00006846162,0.0001886835,0.0001012603],"domain_scores_gemma":[0.9996454,0.00005845566,0.00004222918,0.00003189548,0.0001334556,0.00008865238],"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":[0.0004662684,0.0004345662,0.0020164,0.001991366,0.0001638087,0.000555669,0.0001258176,0.0005022752,0.006072276,0.01095265,0.2503102,0.7264088],"study_design_scores_gemma":[0.0001734524,0.0002198353,0.002572804,0.0006592434,0.00007679569,0.0009739539,0.00006556942,0.0001671078,0.001593399,0.001995937,0.9914881,0.00001373399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.02097728,0.367033,0.008307778,0.03042731,0.005162312,0.00101325,0.0091374,0.0009497842,0.5569919],"genre_scores_gemma":[0.2503381,0.3723435,0.0142369,0.03497914,0.002832733,0.001310478,0.01630805,0.000268566,0.3073825],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04725011,"threshold_uncertainty_score":0.1580674,"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."}}