{"id":"W2905143327","doi":"10.9778/cmajo.20170125","title":"The Canadian Forces Cancer and Mortality Study II: a longitudinal record-linkage study protocol","year":2018,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Veterans Affairs Canada; Pierre Elliott Trudeau Foundation; Department of National Defence","funders":"","keywords":"Medicine; Cohort; Record linkage; Military personnel; Demography; Cancer; Military service; Incidence (geometry); Linkage (software); Mortality rate; Cohort study; Cancer incidence; Environmental health; Surgery; Population; Political science; Internal medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02538335,0.00273827,0.002937597,0.005898264,0.008680055,0.003367044,0.006061103,0.00299548,0.03258777],"category_scores_gemma":[0.02919165,0.002545983,0.001808507,0.009827322,0.001635541,0.002259904,0.001987916,0.003605328,0.007692432],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02370761,"about_ca_system_score_gemma":0.1117471,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5641838,"about_ca_topic_score_gemma":0.6862084,"domain_scores_codex":[0.9811987,0.006556481,0.003589191,0.002619866,0.004388007,0.001647811],"domain_scores_gemma":[0.9774908,0.001850434,0.001800486,0.003158059,0.01404723,0.001653038],"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":[0.01115813,0.002578876,0.05452679,0.01417206,0.0009803647,0.001196694,0.003976948,0.002684125,0.001708202,0.01172727,0.8221531,0.07313742],"study_design_scores_gemma":[0.0185758,0.002051578,0.2719047,0.008369292,0.001221341,0.0007692893,0.00361765,0.00514211,0.001911851,0.006888076,0.6787839,0.0007644373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.006851658,0.001085683,0.01078942,0.001378112,0.0003527097,0.7682031,0.1999277,0.0003855524,0.01102604],"genre_scores_gemma":[0.01383216,0.001032,0.01918335,0.001513384,0.0001070076,0.8883144,0.07185355,0.00007540168,0.004088809],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9762924,"threshold_uncertainty_score":0.8767657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08476106782963512,"score_gpt":0.4311120545289567,"score_spread":0.3463509866993216,"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."}}