{"id":"W2944297038","doi":"10.1177/0017896919853322","title":"Preliminary effects and acceptability of a co-produced physical activity referral intervention","year":2019,"lang":"en","type":"article","venue":"Health Education Journal","topic":"Physical Activity and Health","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Liverpool John Moores University","keywords":"Referral; Cardiorespiratory fitness; Medicine; Intervention (counseling); Physical therapy; Confidence interval; Physical activity; Focus group; Randomized controlled trial; Family medicine; Nursing; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005024726,0.00009088079,0.0003949721,0.00008179402,0.00009626494,0.00001097141,0.00003962809,0.00004147455,0.000113461],"category_scores_gemma":[0.0001916091,0.00007680713,0.00009409236,0.0001064487,0.00004568271,0.0002496826,0.00001642068,0.0004831732,0.00001365834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002092818,"about_ca_system_score_gemma":0.001274911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008555548,"about_ca_topic_score_gemma":0.000001484264,"domain_scores_codex":[0.9989292,0.0002602777,0.000220183,0.0001868906,0.0002107382,0.0001927362],"domain_scores_gemma":[0.9988605,0.0001335686,0.0003189432,0.0001840506,0.0001116317,0.0003913188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001908408,0.01427889,0.08275558,0.007712062,0.00004459382,6.833068e-7,0.004099441,9.171994e-7,0.009411563,0.0003217139,0.0016674,0.8777987],"study_design_scores_gemma":[0.0009982905,0.003958862,0.9877637,0.0002837733,0.00002073712,0.00009908126,0.0002628158,0.0001195525,0.005389969,0.000571754,0.0004732934,0.0000581622],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991802,0.0001440377,0.00005352297,0.006632443,0.0004391989,0.0005989383,0.000002111653,0.00001264997,0.0003151126],"genre_scores_gemma":[0.9988394,0.00005365985,0.0002089995,0.0003451613,0.0004281022,0.00001232888,0.000005790353,0.000008582497,0.00009800214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9050081,"threshold_uncertainty_score":0.3132104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05530132349905311,"score_gpt":0.4420082773048827,"score_spread":0.3867069538058296,"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."}}