{"id":"W2752790972","doi":"10.3747/co.25.4100","title":"Canadian Lung Cancer Conference 2018","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Cancer Centre; University of British Columbia","funders":"","keywords":"Medicine; Lung cancer; Multidisciplinary approach; Cancer; Medical physics; Family medicine; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002827141,0.001048842,0.0007038387,0.003260977,0.004422418,0.005615825,0.002798166,0.00494038,0.1543366],"category_scores_gemma":[0.006037833,0.0004203031,0.001332529,0.002398842,0.001022799,0.001211926,0.002799737,0.00477583,0.04690479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03499881,"about_ca_system_score_gemma":0.07733216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6659788,"about_ca_topic_score_gemma":0.8601421,"domain_scores_codex":[0.9960509,0.0001820939,0.0001279818,0.0002444332,0.002549465,0.000845116],"domain_scores_gemma":[0.9916298,0.0001853942,0.0001422795,0.0001401444,0.005271359,0.0026309],"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":[0.00001189839,0.000007508749,0.0001278798,0.00005243644,0.000003056397,0.00002756805,0.0000108721,0.00002636836,0.0000354473,0.0006144375,0.9834274,0.01565506],"study_design_scores_gemma":[0.000004514728,0.000002911921,0.000420482,0.00005471866,0.000002181386,0.00002341001,0.00002365172,0.00001533826,0.00002324297,0.0001032953,0.9993223,0.000003891561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001594231,0.0674158,0.001199613,0.1886285,0.1306064,0.0005455932,0.01858051,0.0009385372,0.5904907],"genre_scores_gemma":[0.01140098,0.03710138,0.001511076,0.02583349,0.01565772,0.0003293217,0.02264993,0.0003420531,0.885174],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3340212,"threshold_uncertainty_score":0.6719765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09971904696777274,"score_gpt":0.4493738083777196,"score_spread":0.3496547614099469,"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."}}