{"id":"W4233465403","doi":"10.3109/13561820.2012.692217","title":"Remodelling medicine","year":2012,"lang":"en","type":"article","venue":"Journal of Interprofessional Care","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008756529,0.0006328922,0.0004058521,0.002001677,0.001789105,0.003487165,0.001195139,0.001916063,0.3559263],"category_scores_gemma":[0.003034905,0.0003433843,0.0005744885,0.001070304,0.001694168,0.001564203,0.00267021,0.002163909,0.1846143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106653,"about_ca_system_score_gemma":0.001705972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001312474,"about_ca_topic_score_gemma":0.001936325,"domain_scores_codex":[0.9990502,0.0001312777,0.00006210956,0.0002199494,0.0003949385,0.0001414444],"domain_scores_gemma":[0.9985743,0.0001796328,0.000113795,0.0002910519,0.0004460762,0.000395215],"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":[0.0002348017,0.000132955,0.002126,0.0005662375,0.00002174904,0.001594721,0.001299052,0.0001232413,0.01051796,0.08506527,0.3336563,0.5646617],"study_design_scores_gemma":[0.00001915318,0.00003490817,0.001025345,0.0001045488,0.000005997081,0.0008983457,0.0002099536,0.00004982057,0.0009020643,0.004866797,0.9918726,0.0000103174],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007796322,0.008692621,0.01055386,0.01562073,0.01172554,0.0002728193,0.001288235,0.00134544,0.9427045],"genre_scores_gemma":[0.04314619,0.00412361,0.005320039,0.005205744,0.003061309,0.0001819447,0.00106233,0.0003499326,0.937549],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3559263,"threshold_uncertainty_score":0.9186929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07775982018275646,"score_gpt":0.4942587882245341,"score_spread":0.4164989680417776,"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."}}