{"id":"W2263628917","doi":"10.26443/mjm.v13i1.255","title":"A Rare Variant of a Common Nodule","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nodule (geology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002879485,0.00009400709,0.000636975,0.0001063509,0.00003644276,0.000001010051,0.0001139091,0.00004656502,0.0007231065],"category_scores_gemma":[0.0004340239,0.00005976957,0.0001230519,0.0002505598,0.00009124879,0.00003963378,0.00002663843,0.0003013889,0.000005248006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003464752,"about_ca_system_score_gemma":0.00006498438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002858545,"about_ca_topic_score_gemma":0.000002688058,"domain_scores_codex":[0.9986912,0.00003804808,0.000603583,0.00008286372,0.0004656911,0.0001185946],"domain_scores_gemma":[0.9988887,0.00008934137,0.000307605,0.0001349446,0.0002477825,0.0003316235],"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":[0.007312936,0.001129232,0.01209089,0.001511928,0.001024747,0.01688465,0.005989282,0.00009879059,0.2870084,0.003234726,0.592692,0.07102242],"study_design_scores_gemma":[0.04196853,0.01994673,0.04292821,0.006107495,0.002228756,0.02358588,0.00233431,0.0007247865,0.02097834,0.0008523602,0.8379601,0.0003844457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.482406,0.007271607,0.001959126,0.4661773,0.001464573,0.0005581898,0.00008552687,0.00004898884,0.04002857],"genre_scores_gemma":[0.9870213,0.0002923507,0.0005280257,0.01127226,0.0007867113,5.607782e-7,0.000002740589,0.00001319563,0.00008288705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5046152,"threshold_uncertainty_score":0.7917509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05220800180345817,"score_gpt":0.3150386613888471,"score_spread":0.2628306595853889,"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."}}