{"id":"W7110466463","doi":"","title":"Protocol","year":2022,"lang":"","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guideline; Protocol (science); Task force; Esophageal adenocarcinoma; Cancer; Primary care; Esophageal cancer; Health care","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.06081685,0.002461626,0.004805945,0.004104415,0.004267049,0.004928004,0.003678051,0.007020699,0.4168344],"category_scores_gemma":[0.09863757,0.002674691,0.004130126,0.003879857,0.002144828,0.00499104,0.003753972,0.006960996,0.1065185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006339379,"about_ca_system_score_gemma":0.03620155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004782997,"about_ca_topic_score_gemma":0.007504772,"domain_scores_codex":[0.968802,0.0168158,0.006025567,0.003428638,0.003358525,0.001569404],"domain_scores_gemma":[0.9461812,0.01617712,0.004094189,0.01058589,0.02017344,0.002788109],"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":[0.03349196,0.001980146,0.001864636,0.09967244,0.0008641838,0.0009903301,0.005857686,0.001976154,0.001466631,0.06052215,0.5340055,0.2573082],"study_design_scores_gemma":[0.02625462,0.002236456,0.002383738,0.04461044,0.0006500377,0.0003340425,0.002162596,0.0009212512,0.001255895,0.03485019,0.8840686,0.0002722099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001128735,0.001235879,0.008867646,0.001658945,0.002083428,0.9454263,0.02346341,0.0002848041,0.01585077],"genre_scores_gemma":[0.0009131423,0.0002717707,0.005496829,0.0007663167,0.00007983622,0.9865024,0.001724211,0.00003361851,0.004211867],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.5831655,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02070593652900311,"score_gpt":0.2949714504016727,"score_spread":0.2742655138726696,"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."}}