{"id":"W7104269601","doi":"10.71781/4495","title":"Impact économique d’un nouveau test diagnostique pour le cancer du poumon","year":2016,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nodule (geology); Lung disease; Lung cancer; Respiratory disease; Neoplasm staging","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":[0.01622552,0.0009921943,0.001619027,0.002143629,0.001399498,0.005808711,0.001528073,0.001518458,0.0185253],"category_scores_gemma":[0.04979242,0.0004660275,0.002262691,0.002431354,0.00158598,0.002291552,0.001901985,0.00225574,0.001270758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02856511,"about_ca_system_score_gemma":0.052065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5980671,"about_ca_topic_score_gemma":0.5768417,"domain_scores_codex":[0.9867139,0.007986793,0.0003147461,0.0008778856,0.003159594,0.0009469941],"domain_scores_gemma":[0.9553747,0.02987153,0.002314179,0.001024576,0.009304791,0.002110272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005883428,0.0009811528,0.1736839,0.006761021,0.002435306,0.0004903133,0.001223523,0.1185329,0.002527605,0.04419312,0.04570842,0.5975792],"study_design_scores_gemma":[0.001900218,0.006119328,0.3115572,0.01263799,0.007211011,0.001116548,0.005417403,0.2593716,0.007352111,0.05704201,0.329635,0.0006397027],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4170883,0.1077849,0.08311204,0.1444174,0.002679815,0.003837618,0.02323023,0.001059452,0.2167903],"genre_scores_gemma":[0.9122531,0.02243204,0.03185,0.005100841,0.0003319682,0.0008094487,0.003216444,0.0001571546,0.02384888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5980671,"threshold_uncertainty_score":0.8085999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005382245392026593,"score_gpt":0.2033767854624848,"score_spread":0.1979945400704582,"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."}}