{"id":"W4321503989","doi":"10.46747/cfp.6902125","title":"No final solace","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medical prescription; World Wide Web; Computer science; Electronic medical record; Sign (mathematics); Internet privacy; Medicine; Nursing","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":[0.003503312,0.001129999,0.0008864259,0.001336555,0.004865745,0.009285355,0.002649988,0.004416636,0.8548241],"category_scores_gemma":[0.02507318,0.0007035218,0.001339996,0.000806565,0.001307333,0.005733856,0.006704445,0.005749208,0.7945325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002191814,"about_ca_system_score_gemma":0.00407463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002762836,"about_ca_topic_score_gemma":0.005439619,"domain_scores_codex":[0.9966431,0.0006711166,0.0001664443,0.0003963704,0.001618011,0.0005049254],"domain_scores_gemma":[0.9830399,0.001300209,0.0003800466,0.002035482,0.009021035,0.004223266],"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":[0.00001058865,0.000008015414,0.00001736537,0.00002528157,8.475347e-7,0.00001918691,0.00003091752,0.000005085848,0.00003950958,0.001145844,0.9879183,0.01077905],"study_design_scores_gemma":[0.000004265032,0.000005000919,0.00003347313,0.00003807891,6.554382e-7,0.00003060748,0.00007095255,0.00001142163,0.00003907062,0.0004301387,0.9993318,0.000004552065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004887641,0.0006692078,0.002304578,0.04140182,0.117587,0.000474715,0.00206567,0.00570476,0.8293035],"genre_scores_gemma":[0.001343114,0.0002710148,0.0007770073,0.009537272,0.004982644,0.0001741328,0.0007613364,0.001928062,0.9802254],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8548241,"threshold_uncertainty_score":0.2070758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1950599027995985,"score_gpt":0.4488786460336843,"score_spread":0.2538187432340858,"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."}}