{"id":"W4206499716","doi":"10.12987/9780300262445-021","title":"Conclusion","year":2021,"lang":"en","type":"book-chapter","venue":"Collapse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":[],"category_scores_codex":[0.001156805,0.0007165051,0.0003917356,0.001146192,0.002772923,0.006017857,0.001556386,0.002284174,0.3986067],"category_scores_gemma":[0.002965642,0.0002221876,0.0006993468,0.0007310312,0.001281169,0.003796912,0.002530881,0.003201281,0.1995273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003020108,"about_ca_system_score_gemma":0.002972695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01164929,"about_ca_topic_score_gemma":0.01841828,"domain_scores_codex":[0.9989799,0.0001398708,0.00002080654,0.0001746725,0.0005003709,0.000184282],"domain_scores_gemma":[0.9990311,0.0001198645,0.00002609142,0.0001027111,0.0005500794,0.0001701741],"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":[0.00002452188,0.00002692914,0.0001241902,0.00008720424,0.000002693655,0.00004937237,0.000195497,0.00007698661,0.0001818462,0.1182645,0.8361077,0.0448586],"study_design_scores_gemma":[0.000003159211,0.000003599673,0.0001630344,0.00009792793,0.000001817903,0.0000260269,0.0002569413,0.00003144688,0.0001251062,0.0112474,0.9880403,0.000003386806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003174735,0.0006419924,0.001224085,0.009781404,0.00315317,0.00003958124,0.000315412,0.0001709433,0.9843561],"genre_scores_gemma":[0.003687633,0.0005589083,0.0004662974,0.00698037,0.0006120671,0.00003619887,0.0003398133,0.0001750465,0.9871437],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6013933,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373773273701752,"score_gpt":0.2499755877151791,"score_spread":0.2262378549781616,"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."}}