{"id":"W2946545452","doi":"10.1002/cam4.2182","title":"Universal tumor screening for Lynch syndrome: Perceptions of Canadian pathologists and genetic counselors of barriers and facilitators","year":2019,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Genetic counseling; Lynch syndrome; Family medicine; Genetic testing; Medical education; Cancer; Colorectal cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004827419,0.0002540113,0.0003585845,0.001011808,0.009690183,0.002579958,0.001142672,0.0009781925,0.003372725],"category_scores_gemma":[0.01356109,0.0003194721,0.0003330238,0.001343414,0.002713328,0.0009198749,0.002534823,0.001811806,0.0001296176],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02788322,"about_ca_system_score_gemma":0.08322667,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.941484,"about_ca_topic_score_gemma":0.9653055,"domain_scores_codex":[0.9951764,0.001060935,0.0001782981,0.0003199163,0.001490537,0.001773876],"domain_scores_gemma":[0.9848948,0.00289816,0.001748108,0.0001603535,0.003275922,0.007022716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001534066,0.0002019185,0.4708331,0.0004874428,0.00006542495,0.001564656,0.4547262,0.0002170913,0.00116097,0.001422611,0.01764468,0.05152233],"study_design_scores_gemma":[0.00003257989,0.0001862955,0.3173146,0.0008842103,0.00006377714,0.0008705609,0.6496203,0.0004795728,0.0003224164,0.0003462241,0.02978396,0.00009546967],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719902,0.001994098,0.0002715249,0.01528054,0.00008319407,0.0001095391,0.0001940619,0.0000229262,0.01005389],"genre_scores_gemma":[0.9959646,0.001053569,0.0003222315,0.001542971,0.0000112216,0.0000227246,0.00005952781,0.000006432831,0.001016659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9721168,"threshold_uncertainty_score":0.2023079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631272130974822,"score_gpt":0.271611308133223,"score_spread":0.2552985868234748,"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."}}