{"id":"W2297332832","doi":"10.1155/2012/869632","title":"FIT to be Tried","year":2012,"lang":"en","type":"letter","venue":"Canadian Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; Geology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008822692,0.0008738684,0.0007799415,0.0008733319,0.003844727,0.002493368,0.001055566,0.008171975,0.05351818],"category_scores_gemma":[0.007788923,0.0002008884,0.001055176,0.0004511913,0.002473429,0.004293285,0.001782701,0.0145595,0.02172807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003532519,"about_ca_system_score_gemma":0.004830572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01490178,"about_ca_topic_score_gemma":0.03590209,"domain_scores_codex":[0.998931,0.0002054573,0.00006447909,0.0001559044,0.0003488048,0.0002943849],"domain_scores_gemma":[0.9979517,0.0003228297,0.00008860268,0.000106348,0.0005875162,0.0009430028],"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":[0.0000691903,0.0001158772,0.001497959,0.0001804652,0.00002541924,0.006746377,0.0002677886,0.0001037893,0.0003226788,0.01003572,0.9137164,0.06691839],"study_design_scores_gemma":[0.00003823465,0.00007943807,0.000981599,0.0009631166,0.00001981115,0.01092239,0.001307666,0.000166457,0.0001205115,0.01897748,0.9663904,0.0000328256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001498508,0.01391971,0.001300021,0.8929462,0.02841633,0.00005240685,0.0001482708,0.000212265,0.06150632],"genre_scores_gemma":[0.02299363,0.02008658,0.002462655,0.815397,0.0233523,0.00007173384,0.0002283681,0.0001076023,0.1153002],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05351818,"threshold_uncertainty_score":0.1790361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03591430938753772,"score_gpt":0.2600159086949334,"score_spread":0.2241015993073957,"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."}}