{"id":"W6925492891","doi":"10.17605/osf.io/jbnfe","title":"Scoping Review: Screening for Smoking-related Cancers","year":2024,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Human Rights and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Wellcome Trust","keywords":"Psychological intervention; Cancer; Pancreatic cancer; Cancer screening; MEDLINE; Disease","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":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00410698,0.000242788,0.0004889322,0.0002679557,0.001105505,0.001423761,0.003165784,0.0003357163,0.009896909],"category_scores_gemma":[0.0008638028,0.0001941565,0.0001006935,0.001499115,0.001172768,0.0002834364,0.0005609959,0.0004054756,0.0004390734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004213023,"about_ca_system_score_gemma":0.004020933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003711384,"about_ca_topic_score_gemma":0.003862806,"domain_scores_codex":[0.9968764,0.00006534361,0.0003702103,0.0009444843,0.0010034,0.0007401317],"domain_scores_gemma":[0.9986989,0.000120619,0.0002821528,0.0005290192,0.0001059003,0.0002634352],"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":[0.00000155399,0.000005614828,0.000009146065,0.001010841,0.00002884289,0.000005774856,0.002537463,0.000001487606,2.489166e-7,0.09774116,0.886116,0.01254192],"study_design_scores_gemma":[0.0000493363,0.00001099436,0.000001931518,0.1769359,0.00003153674,3.114081e-7,0.0002311509,0.000004168113,0.000001634222,0.01283632,0.8095857,0.0003110261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001007042,0.02842577,0.001986293,0.002437256,0.003226609,0.004123033,0.00001787043,0.0001954701,0.9595867],"genre_scores_gemma":[0.00006327582,0.008356246,0.03600192,0.002268923,0.0005907649,0.0004173495,0.000007025097,0.0002238237,0.9520707],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.175925,"threshold_uncertainty_score":0.9996129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07337576014141889,"score_gpt":0.4382134490791982,"score_spread":0.3648376889377793,"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."}}