{"id":"W2997912361","doi":"10.1097/01.cot.0000652292.45481.bd","title":"‘It's a Big Deal’","year":2019,"lang":"en","type":"article","venue":"Oncology Times","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung cancer; Medicine; Cardiothoracic surgery; Clinical trial; Surgical oncology; General surgery; Cancer; Clinical Oncology; Surgery; Oncology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02070836,0.002003824,0.002320951,0.00297448,0.006939302,0.01602495,0.003377662,0.01690375,0.04561882],"category_scores_gemma":[0.05250189,0.0007786768,0.002283913,0.002395558,0.01413469,0.02452282,0.006926698,0.03220455,0.0222102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006179604,"about_ca_system_score_gemma":0.01107214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008981451,"about_ca_topic_score_gemma":0.01159652,"domain_scores_codex":[0.9770589,0.008460013,0.0009927277,0.002631342,0.008415403,0.002441573],"domain_scores_gemma":[0.9509374,0.01545678,0.002469195,0.002838326,0.01681912,0.01147919],"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":[0.00004614394,0.00002465424,0.0004349191,0.0003995652,0.00003429912,0.0001200889,0.0005595685,0.00002648495,0.0001145157,0.006689556,0.9535524,0.03799782],"study_design_scores_gemma":[0.00002493152,0.00005116836,0.0006490798,0.0009606291,0.00002755641,0.0005284902,0.001420178,0.00003838712,0.00008920568,0.009210647,0.9869558,0.00004397212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003216527,0.03766033,0.0007226216,0.8920491,0.06111486,0.00001662805,0.0001365822,0.0001749124,0.007803294],"genre_scores_gemma":[0.009099481,0.0362482,0.001132753,0.8606057,0.06278088,0.00006593106,0.0003266252,0.0003791828,0.02936129],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04561882,"threshold_uncertainty_score":0.1526101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01531264580347477,"score_gpt":0.3742464863777431,"score_spread":0.3589338405742684,"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."}}