{"id":"W4406581575","doi":"10.1016/j.omag.2024.09.002","title":"10.1016/j.omag.2024.09.002","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Audiology; Medicine","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":["insufficient_payload"],"category_scores_codex":[0.0005928139,0.001093136,0.0005809668,0.001877657,0.001281645,0.002207682,0.001210214,0.00472692,0.9717672],"category_scores_gemma":[0.001573187,0.0005113685,0.0005659194,0.001125711,0.000742539,0.002456486,0.00138829,0.001138498,0.9750397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007175831,"about_ca_system_score_gemma":0.0008608453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003961341,"about_ca_topic_score_gemma":0.004457425,"domain_scores_codex":[0.9997305,0.00002215173,0.00002055105,0.00006089691,0.00008565283,0.00008016849],"domain_scores_gemma":[0.9990663,0.0001882495,0.0000788209,0.00007185058,0.0002046927,0.0003900532],"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":[0.0001145035,0.0001735711,0.001418057,0.0002537385,0.00001153057,0.0001548642,0.00005654549,0.000136747,0.0003380102,0.003560658,0.5565982,0.4371836],"study_design_scores_gemma":[0.00002871425,0.00003324225,0.001058128,0.0002765881,0.000009103001,0.0004288632,0.0000825376,0.0001024686,0.0001097573,0.001043314,0.9968175,0.000009662189],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005886555,0.0007505337,0.000459634,0.001480133,0.0004717569,0.00004934947,0.0009033401,0.0006508333,0.9946457],"genre_scores_gemma":[0.001505343,0.0003612641,0.0004909943,0.0008162117,0.0001476462,0.00003814962,0.0006931311,0.0001380839,0.9958091],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02823281,"threshold_uncertainty_score":0.04027063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02562392940428653,"score_gpt":0.3232591988766869,"score_spread":0.2976352694724004,"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."}}