{"id":"W3044641659","doi":"10.4081/reumatismo.2020.1322","title":"In memory of Dr. Luis Espinoza","year":2020,"lang":"en","type":"article","venue":"Reumatismo","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Arthritis Society","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001291135,0.0005802479,0.0008977939,0.000819752,0.001037083,0.002739892,0.001457072,0.00359644,0.3524108],"category_scores_gemma":[0.02676055,0.000266058,0.000408604,0.0006754833,0.0009401073,0.00182907,0.001294368,0.004518198,0.1408062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007507692,"about_ca_system_score_gemma":0.001078516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00259894,"about_ca_topic_score_gemma":0.003691788,"domain_scores_codex":[0.9990657,0.0002275141,0.0001034425,0.000250929,0.000216192,0.0001361924],"domain_scores_gemma":[0.9934621,0.002266521,0.0005922868,0.0005448599,0.002326727,0.0008075571],"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":[0.0001417347,0.00002402829,0.0004069711,0.000214262,0.00001736046,0.001526895,0.00007872175,0.00003938857,0.000149198,0.001318646,0.9581896,0.03789324],"study_design_scores_gemma":[0.00002205936,0.00002523627,0.0004937188,0.0002872319,0.00001477955,0.002871083,0.0001669824,0.00005339539,0.000207972,0.0008200928,0.9950252,0.0000122026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002447937,0.03803927,0.001099348,0.4302669,0.3656315,0.0001362116,0.002840837,0.0004707757,0.1590672],"genre_scores_gemma":[0.04664765,0.03191788,0.0007997694,0.08961935,0.1271888,0.0001263562,0.001701597,0.0002905727,0.701708],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3524108,"threshold_uncertainty_score":0.9237074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0325417649852278,"score_gpt":0.285739009558754,"score_spread":0.2531972445735262,"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."}}