{"id":"W2036076826","doi":"10.1136/bmj.g2692","title":"Authors' reply to Hodson and colleagues","year":2014,"lang":"en","type":"letter","venue":"BMJ","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Data science","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":[0.005779394,0.000976161,0.002016318,0.001230295,0.004052908,0.003947069,0.002960323,0.06144282,0.009472313],"category_scores_gemma":[0.05247338,0.001407474,0.001330472,0.001038134,0.003921302,0.005639758,0.002095063,0.05377208,0.009588917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005105851,"about_ca_system_score_gemma":0.004737309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005526816,"about_ca_topic_score_gemma":0.005875281,"domain_scores_codex":[0.9946201,0.001668202,0.0006334304,0.0006953353,0.001695903,0.0006870559],"domain_scores_gemma":[0.9820064,0.00833425,0.001663588,0.0005957768,0.004875807,0.002524108],"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":[0.0000326692,0.00001035606,0.0002211946,0.00004996611,0.000008988604,0.0005418169,0.0001444791,0.00001468417,0.00004303271,0.0004584718,0.9968082,0.00166613],"study_design_scores_gemma":[0.0001426137,0.0000902257,0.001640621,0.0007615361,0.00005172236,0.003661882,0.00151072,0.0002639847,0.0003263674,0.004638459,0.9867778,0.0001339275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001872236,0.0007238457,0.00003359537,0.976801,0.02151103,0.000008845265,0.00003778771,0.00002582332,0.0006708433],"genre_scores_gemma":[0.001894033,0.0004069337,0.00006935484,0.9757348,0.01955477,0.00003081908,0.00001611602,0.00001936844,0.002273725],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06144282,"threshold_uncertainty_score":0.03704572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0397075595434602,"score_gpt":0.3557645803773825,"score_spread":0.3160570208339222,"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."}}