{"id":"W7005230175","doi":"","title":"PREDICTORS OF EPI PROCOLON UTILIZATION","year":2022,"lang":"en","type":"article","venue":"Journal of Media Literacy Education","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colorectal cancer; Cohort; Cancer; Population; Risk factor; Cohort study; Quarter (Canadian coin); Food and drug administration; Behavioral Risk Factor Surveillance System","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004477604,0.00004453337,0.00009493803,0.00007734848,0.00005595667,0.000002912135,0.0001478562,0.00002817137,0.002649553],"category_scores_gemma":[0.0002106614,0.00003870818,0.00003533158,0.0001615005,0.00005373488,0.0001983754,0.00007299286,0.0001396323,0.00001049679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001122435,"about_ca_system_score_gemma":0.0001119227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002107971,"about_ca_topic_score_gemma":0.000003807834,"domain_scores_codex":[0.9992378,0.000138941,0.0003037154,0.00006443536,0.0001809409,0.00007410527],"domain_scores_gemma":[0.9994164,0.00007469254,0.0003581446,0.00007162084,0.00003796437,0.00004121298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001602088,0.0006598826,0.8968554,0.00001294261,0.00001740697,0.00000194176,0.009147446,0.0003132731,0.005301375,0.0002136147,0.01801042,0.06930609],"study_design_scores_gemma":[0.0003280647,0.0005183653,0.7853913,0.00001053442,0.0000373095,0.0001629225,0.0006870053,0.00007886018,0.001704977,0.00164552,0.2093625,0.00007261467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957799,0.0001331408,0.00006363926,0.0004848228,0.002326767,0.00009530592,0.000002023896,0.000002850972,0.001111551],"genre_scores_gemma":[0.9986011,0.00002073961,0.0006136099,0.0001934482,0.0001992148,0.00001333881,0.00001747709,0.00000367092,0.0003374209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1913521,"threshold_uncertainty_score":0.9982622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009733941825086514,"score_gpt":0.2743525787403955,"score_spread":0.264618636915309,"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."}}