{"id":"W4256697001","doi":"10.15173/m.v1i37.2501","title":"ForumSpace","year":2020,"lang":"en","type":"article","venue":"The Meducator","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"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":[],"category_scores_codex":[0.001661626,0.0009573929,0.0005830625,0.004194248,0.005234499,0.01349365,0.001137827,0.002248205,0.7127807],"category_scores_gemma":[0.008096471,0.0005459673,0.0006797441,0.002874892,0.00154224,0.01224405,0.008870508,0.002653335,0.5383939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001720469,"about_ca_system_score_gemma":0.003141423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001988275,"about_ca_topic_score_gemma":0.004229175,"domain_scores_codex":[0.9981958,0.0004738938,0.00006312206,0.0002317849,0.0006790113,0.0003565046],"domain_scores_gemma":[0.9964741,0.0004898604,0.000173833,0.0008256621,0.0009577208,0.001078897],"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":[0.00003560957,0.00003806174,0.0001978401,0.00008197778,0.000002161793,0.00003506589,0.000530818,0.00002769265,0.0003452845,0.04582971,0.8657623,0.08711346],"study_design_scores_gemma":[0.000003259225,0.000003870707,0.00008342158,0.0000285526,7.356509e-7,0.00002311852,0.0001491179,0.00001530518,0.00006779597,0.003430972,0.9961897,0.000004167524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006843933,0.0004184193,0.002992047,0.001808046,0.001854247,0.00006343923,0.001940572,0.003828834,0.98641],"genre_scores_gemma":[0.009942084,0.0004718372,0.00194241,0.00105958,0.0008600669,0.0001020422,0.002594555,0.002772189,0.9802552],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2872193,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05455716245901861,"score_gpt":0.2628185204476714,"score_spread":0.2082613579886528,"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."}}