{"id":"W4237536449","doi":"10.17504/protocols.io.wiifcce","title":"Forzani & MacPhail Colon Cancer Screening Centre Biorepository - Blood Collection, Processing & Storage Standard Operating Procedure v1","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Biorepository; Blood collection; Medicine; Colorectal cancer; Cancer; Internal medicine; Biobank; Bioinformatics; Medical emergency; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00985226,0.001887618,0.001682315,0.004768941,0.001943503,0.003884526,0.002732003,0.001980889,0.2499222],"category_scores_gemma":[0.02109369,0.001378682,0.000785411,0.002304571,0.00186631,0.001570847,0.002717127,0.00239258,0.2368339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001043793,"about_ca_system_score_gemma":0.004487332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001213475,"about_ca_topic_score_gemma":0.001965366,"domain_scores_codex":[0.9928759,0.001710173,0.0007754897,0.001527668,0.002563106,0.0005476371],"domain_scores_gemma":[0.9875959,0.002101198,0.001058724,0.004733189,0.003325114,0.001185883],"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":[0.006372022,0.0004508458,0.004727697,0.001980221,0.0001120404,0.000584758,0.0007823971,0.0002095606,0.06089432,0.006973483,0.6819535,0.2349591],"study_design_scores_gemma":[0.0004628731,0.0006077793,0.008335042,0.0005300692,0.00007264048,0.00123816,0.0001375838,0.0007619481,0.05516774,0.002520295,0.9300745,0.00009133158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.04710886,0.008906723,0.378818,0.007069672,0.005823409,0.03939901,0.159755,0.1241802,0.2289391],"genre_scores_gemma":[0.05758125,0.004174232,0.5064076,0.004191799,0.002440324,0.05674584,0.1242218,0.02221836,0.2220187],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.9987865,"threshold_uncertainty_score":0.836073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02747480287359869,"score_gpt":0.3054517567286479,"score_spread":0.2779769538550492,"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."}}