{"id":"W3047980728","doi":"10.29173/hsi303","title":"Health Science Inquiry in review","year":2020,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.02915832,0.001200098,0.003838393,0.01306376,0.001797731,0.01289985,0.001204555,0.008983498,0.01930192],"category_scores_gemma":[0.1184592,0.001050563,0.0009702353,0.01368004,0.00676511,0.0113567,0.003979313,0.006793036,0.007038293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008383553,"about_ca_system_score_gemma":0.02365478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005466699,"about_ca_topic_score_gemma":0.009316507,"domain_scores_codex":[0.9781926,0.01217196,0.002254437,0.001153231,0.005555405,0.0006723662],"domain_scores_gemma":[0.8571351,0.1061851,0.008114843,0.004814779,0.01981115,0.003939036],"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":[0.00009289026,0.0000477393,0.000374078,0.02230971,0.0002864601,0.0001141071,0.0008827479,0.0001019364,0.000244544,0.07813121,0.7932267,0.104188],"study_design_scores_gemma":[0.00004296723,0.00002900333,0.0005971841,0.02056364,0.0001629359,0.0001092501,0.000558421,0.00004349989,0.00006897601,0.02977059,0.9480379,0.00001573004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001331528,0.8563419,0.0003850872,0.09491325,0.03472767,0.00005056653,0.0001763115,0.0000285994,0.01324354],"genre_scores_gemma":[0.008261375,0.8301727,0.0009160753,0.06785131,0.08069527,0.0002550652,0.0002034678,0.00006259626,0.01158219],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02915832,"threshold_uncertainty_score":0.1542058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5403791747359462,"score_gpt":0.5821979942510778,"score_spread":0.04181881951513156,"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."}}