{"id":"W4392107742","doi":"10.15173/m.v1i10.686","title":"MedWire","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Science, Research, and Medicine","field":"Medicine","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":[0.0005578657,0.0005399603,0.0003750542,0.001394448,0.002057543,0.004716039,0.0009011977,0.002877017,0.8034112],"category_scores_gemma":[0.005509031,0.0003727086,0.0005233799,0.001023896,0.0005144209,0.002459867,0.00236431,0.002854914,0.6235504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117906,"about_ca_system_score_gemma":0.001519439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005077791,"about_ca_topic_score_gemma":0.01493164,"domain_scores_codex":[0.9995006,0.0000536664,0.00002261172,0.00008174819,0.000241808,0.00009955506],"domain_scores_gemma":[0.9978809,0.0004222781,0.0001084717,0.0002709426,0.0005801436,0.0007372651],"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":[0.00002487054,0.000006189526,0.00005501418,0.00003050912,0.000001177101,0.00002400746,0.00001735826,0.000003828648,0.00005903151,0.001604119,0.9759495,0.02222447],"study_design_scores_gemma":[0.00000703225,0.000003934436,0.0001789574,0.00002667811,7.255024e-7,0.00001877639,0.00001405172,0.00000744506,0.00001956679,0.0002627407,0.9994583,0.000001882964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004786868,0.002210235,0.0004563074,0.02292506,0.01405483,0.00007242423,0.005654217,0.00206585,0.9520823],"genre_scores_gemma":[0.001583361,0.0007414393,0.0001543031,0.008294331,0.002278897,0.0000328466,0.001641759,0.000321427,0.9849516],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1965888,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05253853890453523,"score_gpt":0.3852867879010142,"score_spread":0.3327482489964789,"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."}}