{"id":"W3209380678","doi":"10.1007/s13162-021-00208-w","title":"A renewable resource model of health decision-making: insights to improve health marketing","year":2021,"lang":"en","type":"article","venue":"AMS Review","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Underpinning; Resource (disambiguation); Unconscious mind; Conceptual model; Marketing; Social marketing; Health belief model; Business; Management science; Psychology; Health care; Health promotion; Economics; Computer science; Engineering","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":[0.002181411,0.0001555268,0.0007544516,0.00008282613,0.0001620507,0.00001081941,0.0002164972,0.00006573059,0.0008053369],"category_scores_gemma":[0.0003890559,0.0001419207,0.0002318124,0.0005918369,0.00002099435,0.00004969567,0.0001164536,0.0001911599,0.0001349573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001335493,"about_ca_system_score_gemma":0.0005073262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004495607,"about_ca_topic_score_gemma":0.0006265679,"domain_scores_codex":[0.996594,0.0008566168,0.001358533,0.0004734457,0.00022866,0.0004887987],"domain_scores_gemma":[0.9980279,0.0001877486,0.0005141307,0.0008070177,0.000160051,0.0003032116],"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":[0.00003010288,0.0002085959,0.00005144518,0.002095032,0.000009978864,0.000003966684,0.0002744255,0.00001548979,0.00001511105,0.0005091437,0.1662922,0.8304945],"study_design_scores_gemma":[0.0004747935,0.0006736795,0.002035545,0.05534133,0.00003733197,0.00003300697,0.000298982,0.0001844364,0.00001416363,0.0007034123,0.9399032,0.0003001042],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01635849,0.9397535,0.01028548,0.0156477,0.0006988647,0.001789384,0.00007425619,0.00008328338,0.01530908],"genre_scores_gemma":[0.5506315,0.164302,0.07195545,0.1886341,0.0003326575,0.000944023,0.0001760197,0.0002428799,0.02278145],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8301944,"threshold_uncertainty_score":0.8817874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09131995729931644,"score_gpt":0.4479285089648563,"score_spread":0.3566085516655398,"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."}}