{"id":"W4254848084","doi":"10.1080/00253359.2009.10657101","title":"REVIEWS","year":2009,"lang":"en","type":"article","venue":"The Mariner s Mirror","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kelowna General Hospital; University of New Brunswick","funders":"","keywords":"Computer 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005244711,0.001113446,0.0007603713,0.001444628,0.0007705677,0.002562649,0.001320405,0.00190288,0.3083768],"category_scores_gemma":[0.001971179,0.0003919018,0.0005696295,0.001200191,0.0007516068,0.00164025,0.001933358,0.002089572,0.2739006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009939612,"about_ca_system_score_gemma":0.00169458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00191344,"about_ca_topic_score_gemma":0.004424472,"domain_scores_codex":[0.999487,0.00006508078,0.00002677347,0.00009154365,0.0002587369,0.00007070418],"domain_scores_gemma":[0.9993418,0.00009270205,0.00005195642,0.0001016887,0.0002528249,0.0001590126],"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":[0.00002838891,0.000015876,0.00005687134,0.0004008549,0.000008281675,0.00005091666,0.00002570013,0.0000224584,0.0004987854,0.002268898,0.822832,0.1737909],"study_design_scores_gemma":[0.000002048941,0.000004516683,0.00006002383,0.00008919266,0.000002538641,0.00005453554,0.000007998286,0.000002799956,0.0000433224,0.000237821,0.9994938,0.00000130387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0006050341,0.2997289,0.001310613,0.01611501,0.05709761,0.000114851,0.0009573929,0.0007540722,0.6233165],"genre_scores_gemma":[0.003554797,0.1123606,0.0007839794,0.008751174,0.01244802,0.00007813412,0.0009135732,0.0002108913,0.8608989],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6916232,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0414554258578682,"score_gpt":0.3018426791495025,"score_spread":0.2603872532916343,"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."}}