{"id":"W3197733623","doi":"10.1002/brb3.2340","title":"Psychosocial factors and cancer incidence (PSY‐CA): Protocol for individual participant data meta‐analyses","year":2021,"lang":"en","type":"article","venue":"Brain and Behavior","topic":"Cancer survivorship and care","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Wilfrid Laurier University; Ontario Institute for Cancer Research; Nova Scotia Health Authority; University of Toronto; Dalhousie University; Public Health Ontario","funders":"KWF Kankerbestrijding","keywords":"Psychosocial; Medicine; Anxiety; Clinical psychology; Incidence (geometry); Cancer; Psychology; Internal medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002333975,0.0001655472,0.0004108616,0.00003809092,0.0001148118,0.00007080756,0.0001014759,0.0001160404,0.0004829201],"category_scores_gemma":[0.0001271132,0.0001183332,0.00009380028,0.0001097605,0.00009420727,0.00009888977,0.0001370354,0.0001474489,6.537878e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000989257,"about_ca_system_score_gemma":0.0002134321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001221995,"about_ca_topic_score_gemma":0.01065553,"domain_scores_codex":[0.9988188,0.000058342,0.0002174713,0.0004341008,0.0002401522,0.0002311861],"domain_scores_gemma":[0.9992118,0.0001333381,0.00006792462,0.0003288935,0.0000827998,0.0001752536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000808429,0.001213352,0.8034564,0.001653975,0.005578806,0.0002068428,0.009597871,3.296826e-7,0.02267619,0.0001660073,0.06949034,0.08515142],"study_design_scores_gemma":[0.004632683,0.0004330371,0.7678779,0.0002143739,0.03597902,0.00005310819,0.00331661,0.00002485627,0.01090513,0.0000631111,0.1759628,0.0005373925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9312884,0.002567541,0.00008225439,0.006128023,0.0003625026,0.05718838,0.002211413,0.0000723024,0.00009913659],"genre_scores_gemma":[0.7541687,0.00005931607,0.0004963443,0.002786611,0.0004620188,0.2404152,0.0004474687,0.00004306079,0.001121277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1832268,"threshold_uncertainty_score":0.5946034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4950187588989383,"score_gpt":0.5231312381604513,"score_spread":0.028112479261513,"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."}}