{"id":"W3217601899","doi":"10.3390/curroncol28060414","title":"Predictors of CRC Stage at Diagnosis among Male and Female Adults Participating in a Prospective Cohort Study: Findings from Alberta’s Tomorrow Project","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Alberta Health Services; Alberta Health; University of Alberta; University of Calgary","funders":"Health Canada; Canadian Institutes of Health Research; Alberta Cancer Foundation; Alberta Health Services; Government of Alberta; Partenariat Canadien Contre Le Cancer","keywords":"Medicine; Prospective cohort study; Cohort; Stage (stratigraphy); Family medicine; Gerontology; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007320421,0.0002632453,0.0002585721,0.0007619289,0.00103609,0.0007549525,0.0006602603,0.0003542418,0.001285917],"category_scores_gemma":[0.001550642,0.0002670789,0.0004564473,0.001297173,0.0002555648,0.0001764367,0.0004844338,0.0005617616,0.0001361635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002722173,"about_ca_system_score_gemma":0.003945338,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8993438,"about_ca_topic_score_gemma":0.9368361,"domain_scores_codex":[0.9994203,0.00007285359,0.00002719919,0.00009001736,0.0002317856,0.00015799],"domain_scores_gemma":[0.9989905,0.00009033271,0.0002438474,0.00006375831,0.0002706958,0.0003408385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000424386,0.0000184246,0.9986393,0.000003296303,0.00001712329,0.00002160421,0.0001286288,0.00001181983,0.00004731673,0.00001100376,0.0002484827,0.0008106495],"study_design_scores_gemma":[0.000003878254,0.00001088068,0.9995371,0.000004583846,0.0000097641,0.00001556959,0.0002474897,0.00004702569,0.000006885165,0.000003394093,0.0001120276,0.00000148929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973791,0.0002537354,0.00005483782,0.0001450704,0.000009283663,0.00002388355,0.001314779,0.000003387666,0.0008160053],"genre_scores_gemma":[0.9982038,0.0001683395,0.00008511925,0.0000662455,0.000007470294,0.00001157449,0.0008988679,0.000001855907,0.0005568329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1006562,"threshold_uncertainty_score":0.2024978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1410537021693767,"score_gpt":0.4949953636268179,"score_spread":0.3539416614574412,"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."}}