{"id":"W4392126054","doi":"10.15173/m.v1i34.2036","title":"Contributors","year":2019,"lang":"en","type":"article","venue":"The Meducator","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002515058,0.000842503,0.0006742589,0.003621558,0.002653153,0.004674979,0.001443806,0.001659742,0.7842154],"category_scores_gemma":[0.02055908,0.0003788764,0.0003819448,0.00131782,0.0006241641,0.001705794,0.003507303,0.001778734,0.6101409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001900743,"about_ca_system_score_gemma":0.00453681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003021228,"about_ca_topic_score_gemma":0.00713483,"domain_scores_codex":[0.9979214,0.0004249645,0.00007501663,0.0003249822,0.0009765239,0.0002770669],"domain_scores_gemma":[0.9881955,0.001302853,0.0003446326,0.000946593,0.006325946,0.002884396],"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":[0.00003796109,0.00001849559,0.0002983136,0.00006437305,0.000001459046,0.00005041118,0.00008017929,0.0000124679,0.00007473432,0.002692017,0.9526751,0.04399445],"study_design_scores_gemma":[0.000004767877,0.000003515196,0.0001579891,0.00006421955,0.000001702836,0.00006533982,0.0001082946,0.00002091902,0.00005006816,0.0003714466,0.999149,0.000002815216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0017556,0.002034076,0.00281781,0.0234722,0.02909546,0.0007296038,0.009921337,0.003285226,0.9268887],"genre_scores_gemma":[0.002567101,0.0003988521,0.001035185,0.002473169,0.00128625,0.0002247973,0.001949667,0.0005040196,0.9895608],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2157846,"threshold_uncertainty_score":0.3077905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004109585982113874,"score_gpt":0.2280445565134511,"score_spread":0.2239349705313372,"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."}}