{"id":"W4353052252","doi":"10.1111/resp.14471","title":"Abstract","year":2023,"lang":"en","type":"article","venue":"Respirology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003961651,0.001248297,0.001396425,0.002450028,0.001028278,0.005779293,0.00227613,0.002858753,0.3702903],"category_scores_gemma":[0.01825049,0.0004513625,0.002502309,0.002666773,0.001007415,0.004906225,0.004201432,0.002295539,0.1068709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002262011,"about_ca_system_score_gemma":0.007295467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002500659,"about_ca_topic_score_gemma":0.001931069,"domain_scores_codex":[0.9954761,0.001459621,0.0008423823,0.0006347175,0.001302196,0.000284939],"domain_scores_gemma":[0.9945679,0.001729736,0.0007349649,0.0004557823,0.002151888,0.0003597724],"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":[0.0003180629,0.00008325933,0.0006232568,0.05908109,0.0002676111,0.0004417324,0.0007286256,0.0002441337,0.0005528594,0.03293408,0.5232754,0.3814498],"study_design_scores_gemma":[0.00007964261,0.00005640606,0.000523034,0.02128115,0.0001537955,0.0003116535,0.0003337736,0.00004522717,0.0002089871,0.00511833,0.9718705,0.00001744343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003318185,0.2667691,0.0105721,0.03858434,0.04162278,0.003004382,0.02135857,0.00146795,0.6133026],"genre_scores_gemma":[0.07315374,0.3495829,0.01533252,0.06360336,0.01863854,0.00466929,0.02754013,0.001201514,0.446278],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6297097,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02974513860881085,"score_gpt":0.3443717346118092,"score_spread":0.3146265960029984,"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."}}