{"id":"W33900750","doi":"10.1021/acs.jcim.1c00056","title":"407 Akciğer Kanseri Olgusunun Geriye Dönük Analizi","year":2008,"lang":"en","type":"article","venue":"Journal of Chemical Information and Modeling","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of General Medical Sciences; Canadian Institutes of Health Research; Simons Foundation","keywords":"Medicine; Adenocarcinoma; Lung cancer; Small-cell carcinoma; Carcinoma; Internal medicine; Basal cell; Lung; Oncology; Spirometry; Biopsy; Retrospective cohort study; Small Cell Lung Carcinoma; Cancer; Gastroenterology; Radiology; Asthma","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001412723,0.0009367392,0.001120497,0.001826729,0.0005737938,0.00193199,0.0004758539,0.0007534806,0.008925039],"category_scores_gemma":[0.001169241,0.0003858853,0.0007152035,0.001243522,0.0004530993,0.001235701,0.0008354473,0.0006910807,0.00251194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005628574,"about_ca_system_score_gemma":0.0009644708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001431803,"about_ca_topic_score_gemma":0.001396619,"domain_scores_codex":[0.9993154,0.00009865601,0.00005824892,0.0001280791,0.000308776,0.00009085645],"domain_scores_gemma":[0.9996481,0.00008835822,0.00003849747,0.00004700248,0.0001634376,0.0000146474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009666399,0.0005148043,0.02355436,0.00123104,0.0003045753,0.001344956,0.0007561755,0.03447649,0.3362301,0.01461371,0.006759471,0.5792478],"study_design_scores_gemma":[0.00009221602,0.0006826476,0.02402475,0.0003065725,0.0003121122,0.002839145,0.002089271,0.2631208,0.5899682,0.012271,0.1040448,0.0002484626],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6549301,0.008251824,0.2949965,0.001170575,0.0004495901,0.0002468715,0.001791695,0.001872909,0.03628996],"genre_scores_gemma":[0.8158534,0.002774891,0.1621272,0.000197703,0.00002497484,0.0001469873,0.002722613,0.0003197974,0.01583237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008925039,"threshold_uncertainty_score":0.02985728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03215666089155872,"score_gpt":0.2913987028195693,"score_spread":0.2592420419280105,"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."}}