{"id":"W4406451222","doi":"10.1016/j.omag.2024.02.008","title":"10.1016/j.omag.2024.02.008","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":"Valuation (finance); Psychology; Medicine; Business","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":[0.0005960197,0.00104202,0.0005906848,0.001823076,0.001261703,0.002199422,0.001256612,0.004951006,0.970628],"category_scores_gemma":[0.001668804,0.0004863806,0.0005459478,0.001098974,0.0007319856,0.002322582,0.001355892,0.001090632,0.9736937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007128814,"about_ca_system_score_gemma":0.0008715284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00387654,"about_ca_topic_score_gemma":0.004426714,"domain_scores_codex":[0.9997311,0.00002234517,0.000020129,0.0000606777,0.00008432206,0.00008131228],"domain_scores_gemma":[0.9990435,0.0001904359,0.00008073689,0.00007408932,0.0002088517,0.0004022606],"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":[0.0001150105,0.0001549951,0.001311844,0.000253887,0.00001069213,0.0001484136,0.00005750746,0.0001246788,0.0003362011,0.00359802,0.5596591,0.4342297],"study_design_scores_gemma":[0.00002633672,0.00003032408,0.0009398567,0.000255653,0.000008388103,0.0003782282,0.00007470476,0.0000849453,0.0001004013,0.0009842585,0.9971086,0.000008302959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006089437,0.00079482,0.0004632591,0.001642846,0.0005146088,0.00005029351,0.0009230235,0.0006566066,0.9943456],"genre_scores_gemma":[0.001494395,0.0003603998,0.0004697336,0.0008093216,0.0001422867,0.00003858232,0.0006784489,0.0001317527,0.9958749],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02937198,"threshold_uncertainty_score":0.04189545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02438975379156462,"score_gpt":0.3225585079169975,"score_spread":0.2981687541254329,"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."}}