{"id":"W4236933389","doi":"10.15173/m.v1i37.2499","title":"Pathoprofile","year":2020,"lang":"en","type":"article","venue":"The Meducator","topic":"Genital Health and Disease","field":"Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009730417,0.0009768156,0.0008303184,0.003981988,0.001224923,0.003453217,0.001482233,0.001710699,0.9521335],"category_scores_gemma":[0.01039802,0.0007081642,0.0008682416,0.002277758,0.0004816173,0.002359187,0.003138404,0.001519894,0.8636022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009884146,"about_ca_system_score_gemma":0.00162231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002760757,"about_ca_topic_score_gemma":0.004948371,"domain_scores_codex":[0.9991689,0.0001564765,0.00005917073,0.00008010228,0.0003674872,0.000167862],"domain_scores_gemma":[0.9943483,0.001648469,0.0003257436,0.0005159079,0.001787681,0.001373875],"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":[0.00002295495,0.0000202779,0.00008165258,0.00008441138,0.000001220147,0.00002493402,0.00001114334,0.0000155878,0.00002893117,0.0002598794,0.9771166,0.02233229],"study_design_scores_gemma":[0.00005730435,0.000017997,0.000407901,0.0001486328,0.000002451755,0.00009174333,0.00003483081,0.00005343283,0.0001144126,0.0008885482,0.9981713,0.00001133566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005557967,0.0004659626,0.001486632,0.003062701,0.002568445,0.0006312608,0.09407926,0.01591892,0.881231],"genre_scores_gemma":[0.003609194,0.0005543608,0.002055946,0.003203692,0.001178037,0.0007226292,0.04009124,0.009939934,0.9386449],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9521335,"threshold_uncertainty_score":0.06827563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04966855624666387,"score_gpt":0.3002470473894588,"score_spread":0.2505784911427949,"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."}}