{"id":"W4392117774","doi":"10.15173/m.v1i32.1676","title":"Medpulse","year":2018,"lang":"en","type":"article","venue":"The Meducator","topic":"Psychoanalysis and Social Critique","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000823649,0.0005662423,0.00051634,0.002187,0.001806482,0.004339276,0.001230485,0.00176448,0.8002294],"category_scores_gemma":[0.003089009,0.0004347415,0.0005243866,0.00134359,0.000631207,0.003113355,0.003716034,0.002235306,0.5983053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007559932,"about_ca_system_score_gemma":0.001040076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008729824,"about_ca_topic_score_gemma":0.00226735,"domain_scores_codex":[0.9993905,0.00009688908,0.00002344861,0.00009727821,0.0002810694,0.0001107809],"domain_scores_gemma":[0.9985943,0.0002518626,0.00006184709,0.0003192626,0.0003791536,0.0003934565],"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":[0.0001329731,0.00004612852,0.0002835108,0.0001274508,0.000003678663,0.00008155647,0.0001633691,0.00002950143,0.0007449503,0.01502072,0.8425096,0.1408564],"study_design_scores_gemma":[0.00001015859,0.0000107046,0.0002645441,0.00002563156,0.000001140198,0.00007181518,0.00004063455,0.00004759294,0.0002638273,0.001531717,0.9977277,0.000004608383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008505036,0.0005615613,0.002088279,0.002547011,0.00255018,0.00007316331,0.003266661,0.005716321,0.9823462],"genre_scores_gemma":[0.004169986,0.0002049978,0.0008443755,0.001121763,0.0006171136,0.00003510057,0.001594751,0.001539131,0.9898728],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1997706,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03069973647071143,"score_gpt":0.416260985328601,"score_spread":0.3855612488578896,"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."}}