{"id":"W2046448295","doi":"10.1007/s10654-010-9449-1","title":"Screening for a cancer: thinking before rethinking","year":2010,"lang":"en","type":"article","venue":"European Journal of Epidemiology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Public health; Epidemiology; Interpretation (philosophy); Alternative medicine; Meaning (existential); Clinical trial; Family medicine; Pathology; Psychotherapist; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.08264948,0.002229844,0.005267861,0.004189186,0.007233188,0.01598593,0.009520763,0.02684239,0.005617857],"category_scores_gemma":[0.1583649,0.001773777,0.002924481,0.002133803,0.02987115,0.04997385,0.01039334,0.07262553,0.003858777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01311793,"about_ca_system_score_gemma":0.03349555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01950118,"about_ca_topic_score_gemma":0.03639814,"domain_scores_codex":[0.9343722,0.0399351,0.006660865,0.004609484,0.01196622,0.002456153],"domain_scores_gemma":[0.8447123,0.08081339,0.005961708,0.007037268,0.04598656,0.01548877],"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":[0.0003341026,0.0004427822,0.01329531,0.003176853,0.0007081621,0.0006583678,0.01203243,0.0005961913,0.001327612,0.04332638,0.7180507,0.2060511],"study_design_scores_gemma":[0.0002584771,0.0005066927,0.01124457,0.01510118,0.0009985057,0.001686457,0.04753793,0.001283771,0.0008087376,0.3030543,0.6167715,0.0007478356],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006839966,0.02405545,0.002530354,0.9581091,0.01321043,0.00002972399,0.00004503406,0.00009130123,0.001244661],"genre_scores_gemma":[0.03787852,0.03654009,0.0218521,0.8433084,0.05661277,0.0003178614,0.000164271,0.0002637233,0.003062225],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08264948,"threshold_uncertainty_score":0.4370974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2194458328953932,"score_gpt":0.4175979690013721,"score_spread":0.1981521361059789,"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."}}