{"id":"W2105943390","doi":"10.1503/cmaj.091662","title":"\"You have to try\"","year":2010,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pulmonary disease; Medicine; Chronic disease; Computer science; Intensive care medicine; World Wide Web; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.002528767,0.001350844,0.0009278105,0.0008255584,0.01105386,0.005725052,0.001441937,0.005252033,0.1066542],"category_scores_gemma":[0.01211562,0.0004655143,0.0009682896,0.0003487829,0.004754065,0.007838786,0.0050834,0.01558152,0.06905623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002143435,"about_ca_system_score_gemma":0.003447738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01005229,"about_ca_topic_score_gemma":0.02102119,"domain_scores_codex":[0.9965397,0.001234221,0.0001074926,0.0003780923,0.001038359,0.0007020771],"domain_scores_gemma":[0.9940943,0.000466191,0.0002172536,0.0002990315,0.001774086,0.003149096],"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":[0.00002988421,0.00007011605,0.0006771623,0.00006880409,0.00001368653,0.000434609,0.003463011,0.00001130971,0.0001898983,0.005039653,0.9633633,0.02663852],"study_design_scores_gemma":[0.00001343732,0.00004519096,0.0005363098,0.0002326071,0.00001077737,0.001187323,0.008995494,0.00002704092,0.0001113767,0.002275504,0.9865327,0.00003218279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009088649,0.01144403,0.004462943,0.6018531,0.05497157,0.0002519326,0.0004200609,0.001652266,0.3158554],"genre_scores_gemma":[0.02784287,0.005226555,0.003005174,0.4162597,0.003131544,0.0001733512,0.000220889,0.0005909861,0.5435489],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1066542,"threshold_uncertainty_score":0.3567938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00871534034475186,"score_gpt":0.2824373733383997,"score_spread":0.2737220329936478,"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."}}