{"id":"W4387508466","doi":"10.61575/mjls.1.note","title":"A Note of Appreciation","year":2022,"lang":"en","type":"article","venue":"","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Merck Canada Inc. (Canada)","funders":"","keywords":"Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0116291,0.001766081,0.003314691,0.001763518,0.02234169,0.0210131,0.006843207,0.08843964,0.02076572],"category_scores_gemma":[0.1110333,0.001731831,0.002801489,0.001206797,0.01226602,0.01478124,0.009235587,0.1276143,0.01336593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00849415,"about_ca_system_score_gemma":0.02618186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03627728,"about_ca_topic_score_gemma":0.1064869,"domain_scores_codex":[0.9844353,0.003252893,0.001172516,0.003142128,0.005020824,0.002976373],"domain_scores_gemma":[0.9442,0.02427355,0.0020055,0.002689569,0.01656877,0.01026255],"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":[0.00001873815,0.0000134281,0.0001031101,0.00003811803,0.00001237175,0.0005066449,0.0006659486,0.0000232096,0.00008010981,0.008513008,0.9879573,0.002068226],"study_design_scores_gemma":[0.00002587301,0.00001648621,0.0004170814,0.0003873244,0.00001954689,0.0004496423,0.00264454,0.0001115058,0.0001130056,0.008869982,0.9868624,0.00008261394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003067331,0.001664037,0.0001853775,0.8931505,0.09468325,0.00003113635,0.00004123433,0.00003927368,0.009898487],"genre_scores_gemma":[0.002107456,0.0005995424,0.0002619166,0.9351295,0.02814124,0.00008046816,0.00001382381,0.00005507217,0.03361099],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08843964,"threshold_uncertainty_score":0.07213229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169235548066001,"score_gpt":0.2703239772968325,"score_spread":0.2586316218161725,"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."}}