{"id":"W2496297651","doi":"10.1017/cbo9781139177757.009","title":"Clinical strategy: grappling with treatment complexity","year":2012,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00772843,0.0006120288,0.00081839,0.001879652,0.0017305,0.007841456,0.00191202,0.004612056,0.01789297],"category_scores_gemma":[0.02193395,0.0003288983,0.0005096967,0.001635288,0.004522604,0.007108521,0.003271953,0.01130642,0.004963637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004464116,"about_ca_system_score_gemma":0.01287547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002470104,"about_ca_topic_score_gemma":0.006618292,"domain_scores_codex":[0.9958841,0.002183206,0.0001967659,0.0002965248,0.001142547,0.0002968415],"domain_scores_gemma":[0.9925196,0.00429356,0.0003287116,0.000288373,0.0009736283,0.001596188],"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":[0.00002375182,0.00006281892,0.0004482191,0.000819956,0.00002821077,0.0003924722,0.001616956,0.000671372,0.0001704447,0.1513035,0.5045987,0.3398637],"study_design_scores_gemma":[0.00003029041,0.00005737879,0.0009959396,0.004111893,0.00002028539,0.002415814,0.002350394,0.0009759209,0.0001192653,0.2673919,0.721485,0.00004582679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00158669,0.08835141,0.01779556,0.76532,0.00618696,0.00009603125,0.00012423,0.0001903331,0.1203489],"genre_scores_gemma":[0.1199485,0.3247511,0.08347948,0.3579957,0.03016008,0.0008972362,0.0007019977,0.0006677458,0.08139813],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01789297,"threshold_uncertainty_score":0.0598579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1148708929860163,"score_gpt":0.2643377699012038,"score_spread":0.1494668769151875,"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."}}