{"id":"W2412425497","doi":"10.1177/0840470416642773","title":"Precision medicine","year":2016,"lang":"en","type":"review","venue":"Healthcare Management Forum","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Precision medicine; Optimism; Psychological intervention; Health care; Healthcare system; Medicine; Data science; Engineering ethics; Computer science; Psychology; Political science; Engineering; Nursing; Pathology","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":[0.002800355,0.001222545,0.001763286,0.002861158,0.0007943836,0.004283725,0.002195391,0.003556258,0.04698546],"category_scores_gemma":[0.00654338,0.0004615078,0.001212934,0.001935396,0.00181106,0.002784381,0.002644771,0.003637406,0.0329854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001523788,"about_ca_system_score_gemma":0.003129836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001115899,"about_ca_topic_score_gemma":0.001018024,"domain_scores_codex":[0.997347,0.0005724171,0.0002662642,0.000568215,0.001101033,0.0001449576],"domain_scores_gemma":[0.9966394,0.00126748,0.0003081839,0.0006304668,0.0009422489,0.0002122669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005597025,0.00003720104,0.0003354544,0.004544813,0.000182839,0.0003153016,0.0001423754,0.0003771935,0.001587608,0.04566317,0.2426095,0.7041485],"study_design_scores_gemma":[0.000008585091,0.00001649897,0.0001655496,0.001169858,0.00002699004,0.0005655792,0.00002148074,0.0000533697,0.0004202523,0.008888917,0.9886495,0.00001340753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005473155,0.8240393,0.02230569,0.02208433,0.01211282,0.0001863321,0.00183049,0.001279755,0.115614],"genre_scores_gemma":[0.01651589,0.8598586,0.02082358,0.02396703,0.01222033,0.0003370867,0.003868491,0.0002190791,0.0621898],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04698546,"threshold_uncertainty_score":0.1571821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02960086227871188,"score_gpt":0.3551205136419793,"score_spread":0.3255196513632674,"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."}}