{"id":"W2315779731","doi":"10.3821/1913-701x-144.5.203a","title":"New Approaches to an Old Problem","year":2011,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.1525524,0.003701433,0.009945452,0.01250307,0.005369776,0.01534636,0.008880567,0.01750958,0.01945023],"category_scores_gemma":[0.2819432,0.002162033,0.004064291,0.007370844,0.04816374,0.05296307,0.01382743,0.0333895,0.003032543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009586317,"about_ca_system_score_gemma":0.01456785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004707361,"about_ca_topic_score_gemma":0.0062956,"domain_scores_codex":[0.902591,0.06698565,0.007569776,0.01114302,0.01049422,0.001216279],"domain_scores_gemma":[0.4946122,0.4427292,0.009667646,0.02243881,0.02478181,0.005770138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004885325,0.0002149548,0.001336035,0.0088557,0.001793323,0.000491283,0.002322706,0.00146584,0.0002536267,0.695172,0.1251975,0.1624086],"study_design_scores_gemma":[0.0001721535,0.00004295764,0.0001364539,0.002322961,0.0002154702,0.0001392517,0.0005455035,0.0009828124,0.00005175394,0.9356685,0.05967019,0.00005208742],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0009581629,0.1395492,0.1083385,0.7156712,0.02873445,0.0001284602,0.0003027715,0.0002531067,0.00606415],"genre_scores_gemma":[0.07585027,0.136198,0.2168184,0.4397852,0.1183122,0.002369488,0.0003992175,0.0006007995,0.009666377],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1525524,"threshold_uncertainty_score":0.8067839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8778541826993644,"score_gpt":0.4497903837459819,"score_spread":0.4280637989533825,"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."}}