{"id":"W1572964200","doi":"10.1111/ajco.12190","title":"<scp>N</scp>ational <scp>W</scp>orking <scp>G</scp>roup <scp>M</scp>eeting on <scp>ALK</scp> diagnostics in lung cancer","year":2014,"lang":"en","type":"article","venue":"Asia-Pacific Journal of Clinical Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Comprehensive Cancer Network; Royal College of Pathologists of Australasia; Pfizer","keywords":"Lung cancer; Medicine; Cancer research; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0006558492,0.00025775,0.0002684345,0.0009601818,0.0005550478,0.0009793213,0.0003626725,0.0009373141,0.07269957],"category_scores_gemma":[0.002126891,0.0001077032,0.0002682615,0.0007791793,0.0005787105,0.0005216149,0.0006047068,0.001001385,0.02477914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001184592,"about_ca_system_score_gemma":0.001688512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003180861,"about_ca_topic_score_gemma":0.0130788,"domain_scores_codex":[0.9994585,0.0001420666,0.00004461813,0.00004704374,0.0002314636,0.00007633682],"domain_scores_gemma":[0.9986914,0.0003324925,0.0001445761,0.0000534033,0.0004215323,0.0003566041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008924041,0.00004525854,0.004949471,0.0002595347,0.00001120541,0.0005265119,0.00005235352,0.0002162362,0.00166689,0.001800842,0.7235096,0.2668729],"study_design_scores_gemma":[0.0000206904,0.00006460287,0.009151838,0.000210502,0.00001022931,0.001901765,0.00009567583,0.0001757028,0.001899537,0.001411097,0.9850491,0.000009275532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01937559,0.0442649,0.004033724,0.1417963,0.01282168,0.0002750306,0.003163535,0.0007828976,0.7734864],"genre_scores_gemma":[0.2416209,0.09333039,0.008965171,0.04671343,0.02345558,0.0002534648,0.005435696,0.0006001088,0.5796252],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07269957,"threshold_uncertainty_score":0.2432043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04332227479013119,"score_gpt":0.4227194851432604,"score_spread":0.3793972103531292,"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."}}