{"id":"W4223425865","doi":"10.1177/10732748221091678","title":"Health-Related and Behavioral Factors Associated With Lung Cancer Stage at Diagnosis: Observations From Alberta’s Tomorrow Project","year":2022,"lang":"en","type":"article","venue":"Cancer Control","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Lung cancer; Stage (stratigraphy); Cancer; Odds ratio; Internal medicine; Cohort; Oncology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007449353,0.0003953539,0.0003160853,0.0009105548,0.002396501,0.0008178604,0.001383109,0.0005066743,0.001640946],"category_scores_gemma":[0.001293746,0.0003665321,0.0004851995,0.002407306,0.0003908534,0.0002138639,0.0008323562,0.0008162242,0.0002921748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.010275,"about_ca_system_score_gemma":0.01553932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9904215,"about_ca_topic_score_gemma":0.9946294,"domain_scores_codex":[0.9993679,0.00006275714,0.00002596843,0.00007728623,0.0002466119,0.000219531],"domain_scores_gemma":[0.9986463,0.00008603893,0.0002092694,0.0000661523,0.0005947408,0.000397507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006779374,0.00006056031,0.993888,0.00002074278,0.00002717356,0.000077898,0.000601885,0.00005928677,0.0001234236,0.00003051414,0.002320218,0.002722561],"study_design_scores_gemma":[0.000005451991,0.00001450449,0.9985287,0.00001487814,0.00001301977,0.00002328845,0.0007402544,0.00006598127,0.00002053858,0.000007007522,0.0005624568,0.00000380672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851654,0.0005581299,0.0001171495,0.0004138961,0.00001868086,0.0001112402,0.0107767,0.00001467029,0.002824254],"genre_scores_gemma":[0.9891438,0.0005585257,0.0002305691,0.0002049354,0.00001348478,0.00005199204,0.006821197,0.000006728934,0.002968785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.010275,"threshold_uncertainty_score":0.07455075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1216075796285821,"score_gpt":0.3671575983657005,"score_spread":0.2455500187371185,"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."}}