{"id":"W3120257975","doi":"10.15173/m.v1i38.2636","title":"Dr. Suzanne Archie","year":2021,"lang":"en","type":"article","venue":"The Meducator","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peer review; Political science; Law","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":[0.002091083,0.0005498923,0.000496153,0.001188329,0.00320907,0.00308687,0.0008310901,0.004008444,0.1606083],"category_scores_gemma":[0.02169655,0.0003466673,0.0003013645,0.000383066,0.0009148321,0.002025493,0.00230294,0.006756833,0.06535772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002088551,"about_ca_system_score_gemma":0.005177263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007444792,"about_ca_topic_score_gemma":0.01324892,"domain_scores_codex":[0.9983512,0.0004134543,0.00005050064,0.0002726214,0.000672532,0.0002396836],"domain_scores_gemma":[0.9911234,0.0009864024,0.0002939961,0.0001762637,0.003000688,0.004419263],"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":[0.000007344385,0.000007124719,0.0001952765,0.00002514813,0.000001198702,0.00008484879,0.00009407288,0.000007155332,0.00003804609,0.0006665784,0.9858454,0.0130278],"study_design_scores_gemma":[0.000005273227,0.00001650549,0.0004513128,0.000155384,0.000003104094,0.001229343,0.0007441969,0.00003609998,0.0001027576,0.0007518857,0.9964893,0.00001472555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001514057,0.01615475,0.001095432,0.8309196,0.05501439,0.00006436069,0.000269511,0.0006865914,0.09428139],"genre_scores_gemma":[0.02552947,0.02390188,0.001945585,0.3263627,0.01870483,0.0001556894,0.0003234335,0.000505702,0.6025707],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1606083,"threshold_uncertainty_score":0.5372884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1707790891912278,"score_gpt":0.4981344446834199,"score_spread":0.3273553554921922,"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."}}