{"id":"W4406546292","doi":"10.1016/s1541-9800(11)70709-8","title":"10.1016/s1541-9800(11)70709-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000681015,0.0001967093,0.000356164,0.00008576626,0.0005385552,0.000009748901,0.0002488761,0.0003284811,0.9984746],"category_scores_gemma":[0.00007262346,0.0001728754,0.00006987755,0.0001978039,0.00002379461,0.00007659545,0.00006202624,0.0004962707,0.9985191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001326584,"about_ca_system_score_gemma":0.0002339214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007988084,"about_ca_topic_score_gemma":0.00003777689,"domain_scores_codex":[0.9975545,0.0005027267,0.0005530348,0.0003482762,0.000278779,0.0007626431],"domain_scores_gemma":[0.9985663,0.0002288548,0.00008075935,0.0005342931,0.0001345022,0.0004553003],"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":[0.00003668448,0.00003145288,0.000002299545,0.0001296301,0.000009852569,0.000006079144,0.0004940526,0.000002532447,0.00000503579,0.000009893386,0.664987,0.3342855],"study_design_scores_gemma":[0.000328223,0.0001279513,0.0002268582,0.00021669,0.000007001703,0.000002782579,0.0001051937,0.00002297734,0.00000217694,0.00001381088,0.9987522,0.0001941701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001914151,0.0003111607,5.404824e-7,0.006037901,0.00001542317,0.0007996287,0.00003717818,0.0002870399,0.990597],"genre_scores_gemma":[0.0009263553,0.00000308301,0.00005516421,0.0003706535,0.001106366,0.0001928131,0.00001656123,0.00005357286,0.9972754],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3340914,"threshold_uncertainty_score":0.7049654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0438086569301947,"score_gpt":0.3347345964471548,"score_spread":0.2909259395169601,"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."}}