{"id":"W4392122389","doi":"10.15173/m.v1i36.2327","title":"MedPulse","year":2019,"lang":"en","type":"article","venue":"The Meducator","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Peer review; Biology","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":[0.0006250249,0.0005652148,0.0005337078,0.00198092,0.001173598,0.003430624,0.000853686,0.001488305,0.8361284],"category_scores_gemma":[0.003203892,0.0003679054,0.0004429895,0.001119402,0.0004137048,0.001732645,0.00284526,0.001517568,0.7202729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005747442,"about_ca_system_score_gemma":0.001025697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007539061,"about_ca_topic_score_gemma":0.002321223,"domain_scores_codex":[0.9994988,0.00007680337,0.00002071063,0.00009509164,0.0002368724,0.00007166868],"domain_scores_gemma":[0.9986718,0.000182618,0.00007401776,0.0002470704,0.0003548143,0.0004697097],"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":[0.00004600293,0.00002623346,0.0001610597,0.0000617189,0.000002215441,0.00004605675,0.00002627046,0.00002035015,0.000200898,0.003991819,0.8412404,0.154177],"study_design_scores_gemma":[0.00000795194,0.000007196239,0.0002466527,0.00002428775,0.000001013366,0.000066514,0.00001060779,0.00003872431,0.00007842723,0.0007457319,0.9987699,0.000002850284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004869737,0.0009895694,0.001341376,0.003235366,0.002691568,0.00005863454,0.003082981,0.003245376,0.9848682],"genre_scores_gemma":[0.001997593,0.0003558475,0.0004796182,0.001085027,0.0006362844,0.00003143665,0.00108358,0.0005658827,0.9937648],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8361284,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3278774760730466,"score_gpt":0.4409759367026882,"score_spread":0.1130984606296416,"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."}}